Paper Digest: Recent Papers on AI for Agriculture

September 15, 2020September 13, 2024 admin

Paper Digest Team extracted all recent AI for Agriculture related papers on our radar, and generated highlight sentences for them. The results are then sorted by relevance & date. In addition to this ‘static’ page, we also provide a real-time version of this article, which has more coverage and is updated in real time to include the most recent updates on this topic.

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TABLE 1: Paper Digest: Recent Papers on AI for Agriculture

	Paper	Author(s)	Source	Date
1	A Semantic Segmentation Approach on Sweet Orange Leaf Diseases Detection Utilizing YOLO Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This research introduces an advanced method for diagnosing diseases in sweet orange leaves by utilising advanced artificial intelligence models like YOLOv8 .	Sabit Ahamed Preanto; Md. Taimur Ahad; Yousuf Rayhan Emon; Sumaya Mustofa; Md Alamin;	arxiv-cs.CV	2024-09-10
2	Advanced Machine Learning Framework for Efficient Plant Disease Prediction Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we explore the new combination of advanced ML methods for creating a smart agriculture platform where farmers could reach out for assistance from the public, or a closed circle of experts.	Aswath Muthuselvam; S. Sowdeshwar; M. Saravanan; Satheesh K. Perepu;	arxiv-cs.CV	2024-09-08
3	D4: Text-guided Diffusion Model-based Domain Adaptive Data Augmentation for Vineyard Shoot Detection Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this study, we propose a generative data augmentation method (D4) for vineyard shoot detection.	KENTARO HIRAHARA et. al.	arxiv-cs.CV	2024-09-06
4	PlantSeg: A Large-Scale In-the-wild Dataset for Plant Disease Segmentation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: However, existing plant disease datasets typically lack segmentation labels and are often confined to controlled laboratory settings, which do not adequately reflect the complexity of natural environments. Motivated by this fact, we established PlantSeg, a large-scale segmentation dataset for plant diseases.	TIANQI WEI et. al.	arxiv-cs.CV	2024-09-06
5	AgGym: An Agricultural Biotic Stress Simulation Environment for Ultra-precision Management Planning Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Specifically, we present AgGym, a modular, crop and stress agnostic simulation framework to model the spread of biotic stresses in a field and estimate yield losses with and without chemical treatments.	MAHSA KHOSRAVI et. al.	arxiv-cs.AI	2024-09-01
6	Agricultural On-Demand Networks for 6G Enabled By THz Communication Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper introduces on-demand networks based on the OpenRAN approach and a 7.2 functional split.	DANIEL LINDENSCHMITT et. al.	arxiv-cs.NI	2024-08-28
7	Performance Evaluation of YOLOv8 Model Configurations, for Instance Segmentation of Strawberry Fruit Development Stages in An Open Field Environment Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: The YOLOv8n model demonstrated superior segmentation accuracy with a mean Average Precision (mAP) of 80.9\%, outperforming other YOLOv8 configurations.	Abdul-Razak Alhassan Gamani; Ibrahim Arhin; Adrena Kyeremateng Asamoah;	arxiv-cs.CV	2024-08-10
8	Automated Classification of Dry Bean Varieties Using XGBoost and SVM Models Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper presents a comparative study on the automated classification of seven different varieties of dry beans using machine learning models.	Ramtin Ardeshirifar;	arxiv-cs.LG	2024-08-02
9	Advancement of Metal Oxide Nanomaterials on Agri-food Fronts Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: The application of metal oxide nanomaterials (MOx NMs) in the agrifood industry offers innovative solutions that can facilitate a paradigm shift in a sector that is currently facing challenges in meeting the growing requirements for food production, while safeguarding the environment from the impacts of current agriculture practices.	GEORGES DUBOURG et. al.	arxiv-cs.CE	2024-07-29
10	Investigation to Answer Three Key Questions Concerning Plant Pest Identification and Development of A Practical Identification Framework Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: (3) Integration of closely related species using the same control methods and cross-crop training methods for the same pests, are effective.	Ryosuke Wayama; Yuki Sasaki; Satoshi Kagiwada; Nobusuke Iwasaki; Hitoshi Iyatomi;	arxiv-cs.CV	2024-07-25
11	Mobile Technology: A Panacea to Food Insecurity In Nigeria — A Case Study of SELL HARVEST Application Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: The paper will review the different agricultural technologies and propose a mobile solution, code Sell Harvest, to make farming more sustainable and secure food.	Mudathir Muhammad Salahudeen; Muhammad Auwal Mukhtar; Saadu Salihu Abubakar; Salawu I. S;	arxiv-cs.CY	2024-07-23
12	Self-supervised Transformer-based Pre-training Method with General Plant Infection Dataset Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: The performance of deep learning models is intricately linked to training data diversity and quantity, posing issues for plant pest and disease datasets that remain underdeveloped. This study addresses these challenges by constructing a comprehensive dataset and proposing an advanced network architecture that combines Contrastive Learning and Masked Image Modeling (MIM).	Zhengle Wang; Ruifeng Wang; Minjuan Wang; Tianyun Lai; Man Zhang;	arxiv-cs.CV	2024-07-20
13	Shape and Style GAN-based Multispectral Data Augmentation for Crop/Weed Segmentation in Precision Farming Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we present a method for data augmentation that uses two GANs to create artificial images to augment the training data.	Mulham Fawakherji; Vincenzo Suriani; Daniele Nardi; Domenico Daniele Bloisi;	arxiv-cs.CV	2024-07-19
14	M18K: A Comprehensive RGB-D Dataset and Benchmark for Mushroom Detection and Instance Segmentation Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: This paper contributes to the automation of agricultural processes by providing a dedicated mushroom detection dataset related to automated harvesting, growth monitoring, and quality control of the button mushroom produced using Agaricus Bisporus fungus.	ABDOLLAH ZAKERI et. al.	arxiv-cs.CV	2024-07-15
15	Understanding The Landscape of Leveraging IoT for Sustainable Growth in Saudi Arabia Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Due to the geographical location and nature of KSA, it faces significant challenges in agriculture. The objective of this research is to discuss how IoT will enhance agriculture in KSA and identify its current usage by conducting a study on Saudi farmers with varying ages, regions, and years of experience.	Manal Alshehri; Ohoud Alharbi;	arxiv-cs.CY	2024-07-05
16	Toward Precise Robotic Weed Flaming Using A Mobile Manipulator with A Flamethrower Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Based on the images from two onboard infrared cameras and the pose information of the flamethrower nozzle on a mobile manipulator, we propose a new dynamic flame coverage model.	DI WANG et. al.	arxiv-cs.RO	2024-07-05
17	Scarecrow Monitoring System:employing Mobilenet Ssd for Enhanced Animal Supervision Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: The project employs advanced object detection, the system utilizes the Mobile Net SSD model for real-time animal classification.	Balaji VS; Mahi AR; Anirudh Ganapathy PS; Manju M;	arxiv-cs.CV	2024-07-01
18	Towards Crowd-Based Requirements Engineering for Digital Farming (CrowdRE4DF) Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Farmers form a diverse and international crowd of practitioners who use a common pool of agricultural products and services, which means we can consider the possibility of applying Crowd-based Requirements Engineering (CrowdRE) for DF: CrowdRE4DF.	Eduard C. Groen; Kazi Rezoanur Rahman; Nikita Narsinghani; Joerg Doerr;	arxiv-cs.SE	2024-06-27
19	YOLOv1 to YOLOv10: A Comprehensive Review of YOLO Variants and Their Application in The Agricultural Domain Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This survey investigates the transformative potential of various YOLO variants, from YOLOv1 to the state-of-the-art YOLOv10, in the context of agricultural advancements.	Mujadded Al Rabbani Alif; Muhammad Hussain;	arxiv-cs.CV	2024-06-14
20	Current Applications and Potential Future Directions of Reinforcement Learning-based Digital Twins in Agriculture Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This review aims to categorize existing research employing reinforcement learning in agricultural settings by application domains like robotics, greenhouse management, irrigation systems, and crop management, identifying potential future areas for reinforcement learning-based Digital Twins.	Georg Goldenits; Kevin Mallinger; Sebastian Raubitzek; Thomas Neubauer;	arxiv-cs.LG	2024-06-13
21	Unleashing The Power of Transfer Learning Model for Sophisticated Insect Detection: Revolutionizing Insect Classification Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Different models like MobileNetV2, ResNet152V2, Xecption, Custom CNN was used in this study.	MD. MAHMUDUL HASAN et. al.	arxiv-cs.CV	2024-06-11
22	IoT-based Prediction and Classification Framework for Smart Farming Using Adaptive Multi-scale Deep Networks Related Papers Related Patents Related Grants Related Venues Related Experts View	B. Padmavathi; A. Bhagyalakshmi; G. Vishnupriya; Kavitha Datchanamoorthy;	Expert Syst. Appl.	2024-06-01
23	The Effect of Curative and Preventive Optimal Control Measures on A Fractional Order Plant Disease Model Related Papers Related Patents Related Grants Related Venues Related Experts View	H. Ali; Ismail Gad Ameen; Yasmeen Ahmed Gaber;	Math. Comput. Simul.	2024-06-01
24	From Seedling to Harvest: The GrowingSoy Dataset for Weed Detection in Soy Crops Via Instance Segmentation Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this work, we introduce a comprehensive dataset for training neural networks to detect weeds and soy plants through instance segmentation.	RAUL STEINMETZ et. al.	arxiv-cs.CV	2024-06-01
25	An Organic Weed Control Prototype Using Directed Energy and Deep Learning Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, a directed energy weed control robot prototype specifically designed for organic farms is proposed.	Deng Cao; Hongbo Zhang; Rajveer Dhillon;	arxiv-cs.RO	2024-05-31
26	SPARROW: Smart Precision Agriculture Robot for Ridding of Weeds Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The advancements in precision agriculture are vital to support the increasing demand for global food supply. Precision spot spraying is a major step towards reducing chemical …	DHANUSHKA BALASINGHAM et. al.	arxiv-cs.RO	2024-05-31
27	Enhancing Plant Disease Detection: A Novel CNN-Based Approach with Tensor Subspace Learning and HOWSVD-MD Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper introduces a cutting-edge technique for the detection and classification of tomato leaf diseases, utilizing insights from the latest pre-trained Convolutional Neural Network (CNN) models.	ABDELMALIK OUAMANE et. al.	arxiv-cs.CV	2024-05-30
28	SMARD: A Cost Effective Smart Agro Development Technology for Crops Disease Classification Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Farmers can also contact the expert panel through text message, voice call, or video call to purchase fertilizer, seeds, and pesticides at low prices, as well as secure bank loans. The project’s goal is to empower farmers and rural communities by providing them with the resources they need to increase crop yields.	Tanoy Debnath; Shadman Wadith; Anichur Rahman;	arxiv-cs.CR	2024-05-17
29	BonnBot-I Plus: A Bio-diversity Aware Precise Weed Management Robotic Platform Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this article, we focus on the critical tasks of plant protection in arable farms, addressing a modern challenge in agriculture: integrating ecological considerations into the operational strategy of precision weeding robots like \bbot.	Alireza Ahmadi; Michael Halstead; Claus Smitt; Chris McCool;	arxiv-cs.RO	2024-05-15
30	PotatoGANs: Utilizing Generative Adversarial Networks, Instance Segmentation, and Explainable AI for Enhanced Potato Disease Identification and Classification Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Traditional data augmentation approaches, such as rotation, flip, and translation, have limitations and frequently fail to provide strong generalization results. To address these issues, our research employs a novel approach termed as PotatoGANs.	MOHAMMAD SHAFIUL ALAM et. al.	arxiv-cs.CV	2024-05-12
31	WeedScout: Real-Time Autonomous Blackgrass Classification and Mapping Using Dedicated Hardware Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: The WeedScout project introduces a Real-Rime Autonomous Black-Grass Classification and Mapping (RT-ABGCM), a cutting-edge solution tailored for real-time detection of blackgrass, for precision weed management practices.	MATTHEW GAZZARD et. al.	arxiv-cs.RO	2024-05-12
32	Semi-Supervised Weed Detection for Rapid Deployment and Enhanced Efficiency Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper introduces a novel method for semi-supervised weed detection, comprising two main components.	Alzayat Saleh; Alex Olsen; Jake Wood; Bronson Philippa; Mostafa Rahimi Azghadi;	arxiv-cs.CV	2024-05-12
33	Overcoming LLM Challenges Using RAG-Driven Precision in Coffee Leaf Disease Remediation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This research introduces an innovative AI-driven precision agriculture system, leveraging YOLOv8 for disease identification and Retrieval Augmented Generation (RAG) for context-aware diagnosis.	Dr. Selva Kumar S; Afifah Khan Mohammed Ajmal Khan; Imadh Ajaz Banday; Manikantha Gada; Vibha Venkatesh Shanbhag;	arxiv-cs.IR	2024-05-02
34	IoT-based Agriculture Management Techniques for Sustainable Farming: A Comprehensive Review Related Papers Related Patents Related Grants Related Venues Related Experts View	Hammad Shahab; M. Iqbal; Ahmed Sohaib; Farid Ullah Khan; Mohsin Waqas;	Comput. Electron. Agric.	2024-05-01
35	Exploring Wireless Channels in Rural Areas: A Comprehensive Measurement Study Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: To address this research gap, we conducted a channel measurement study on multiple wireless frequency bands at various crop and livestock farms near Ames, Iowa, based on Iowa State University~(ISU)’s ARA Wireless Living lab – one of the NSF PAWR platforms.	TIANYI ZHANG et. al.	arxiv-cs.NI	2024-04-26
36	Advancing Plant Diseases Detection with Pre-trained YOLO Models Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The current paper explores the close interaction between technological advancements and the field of agriculture through a project focused on plant disease detection using Deep …	Boudjemaa Boudaa; Kamel Abada; Walid Aymen Aichouche; Ahmed Nabil Belakermi;	2024 6th International Conference on Pattern Analysis and …	2024-04-24
37	An Effective Image Classification Method for Plant Diseases with Improved Channel Attention Mechanism AECAnet Based on Deep Learning Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Since plant diseases occurring during the growth process are a significant factor leading to the decline in both yield and quality, the classification and detection of plant leaf …	Wenqiang Yang; Ying Yuan; Donghua Zhang; Liyuan Zheng; Fuquan Nie;	Symmetry	2024-04-08
38	Active Learning for Efficient Annotation in Precision Agriculture: A Use-case on Crop-weed Semantic Segmentation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: The absence of significant results on both datasets indicates that further research is required for applying active learning on agricultural datasets, especially if they contain a high-class imbalance and redundant images. Recommendations and insights are provided in this paper to potentially resolve such issues.	BART M. VAN MARREWIJK et. al.	arxiv-cs.CV	2024-04-03
39	Object Detection and Tracking in Precision Farming: A Systematic Review Related Papers Related Patents Related Grants Related Venues Related Experts View	M. Ariza-Sentís; Sergio Vélez; Raquel Martínez-Peña; H. Baja; J. Valente;	Comput. Electron. Agric.	2024-04-01
40	Generating Diverse Agricultural Data for Vision-Based Farming Applications Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We present a specialized procedural model for generating synthetic agricultural scenes, focusing on soybean crops, along with various weeds.	MIKOLAJ CIESLAK et. al.	arxiv-cs.CV	2024-03-27
41	Exploring Accurate 3D Phenotyping in Greenhouse Through Neural Radiance Fields Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This study investigates a learning-based phenotyping method using the Neural Radiance Field to achieve accurate in-situ phenotyping of pepper plants in greenhouse environments.	JUNHONG ZHAO et. al.	arxiv-cs.CV	2024-03-23
42	Self-Supervised Backbone Framework for Diverse Agricultural Vision Tasks Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we explore how self-supervised representation learning unlocks the potential applicability to diverse agriculture vision tasks by eliminating the need for large-scale annotated datasets.	Sudhir Sornapudi; Rajhans Singh;	arxiv-cs.CV	2024-03-22
43	A Reinforcement Learning Approach to Dairy Farm Battery Management Using Q Learning Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This study proposes a Q-learning-based algorithm for scheduling battery charging and discharging in a dairy farm setting.	Nawazish Ali; Abdul Wahid; Rachael Shaw; Karl Mason;	arxiv-cs.LG	2024-03-14
44	The Effect of Different Optimization Strategies to Physics-Constrained Deep Learning for Soil Moisture Estimation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we propose a physics-constrained deep learning (P-DL) framework to integrate physics-based principles on water transport and water sensing signals for effective reconstruction of the soil moisture dynamics.	Jianxin Xie; Bing Yao; Zheyu Jiang;	arxiv-cs.LG	2024-03-12
45	On The Importance of Precise Positioning in Robotised Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The precision of agro-technical operations is one of the main hallmarks of a modern approach to agriculture. However, ensuring the precise application of plant protection products …	MATEUSZ NIJAK et. al.	Remote. Sens.	2024-03-11
46	Performance Evaluation of Semi-supervised Learning Frameworks for Multi-Class Weed Detection Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this study, we assess the effectiveness of a semi-supervised learning framework for multi-class weed detection, employing two well-known object detection frameworks, namely FCOS and Faster-RCNN.	Jiajia Li; Dong Chen; Xunyuan Yin; Zhaojian Li;	arxiv-cs.CV	2024-03-05
47	Towards A Crop Pest Control System Based on The Internet of Things and Fuzzy Logic Related Papers Related Patents Related Grants Related Venues Related Experts View	Xuhui Wang; Vahid Jannesari;	Telecommun. Syst.	2024-02-26
48	Automation’s Impact on Agriculture: Opportunities, Challenges, and Economic Effects Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Automation and robotics are the key players in modern agriculture. They offer potential solutions for challenges related to the growing global population, demographic shifts, and …	Khadijeh Bazargani; Taher Deemyad;	Robotics	2024-02-19
49	SusFL: Energy-Aware Federated Learning-based Monitoring for Sustainable Smart Farms Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We propose a novel energy-aware federated learning (FL)-based system, namely SusFL, for sustainable smart farming to address the challenge of inconsistent health monitoring due to fluctuating energy levels of solar sensors.	Dian Chen; Paul Yang; Ing-Ray Chen; Dong Sam Ha; Jin-Hee Cho;	arxiv-cs.LG	2024-02-15
50	Pheno-Robot: An Auto-Digital Modelling System for In-Situ Phenotyping in The Field Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This study explores the deployment of emerging robotics and digital technology in plant phenotyping to improve performance and efficiency.	Yaoqiang Pan; Kewei Hu; Tianhao Liu; Chao Chen; Hanwen Kang;	arxiv-cs.RO	2024-02-14
51	Intelligent Agricultural Greenhouse Control System Based on Internet of Things and Machine Learning Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This study endeavors to conceptualize and execute a sophisticated agricultural greenhouse control system grounded in the amalgamation of the Internet of Things (IoT) and machine …	Cangqing Wang;	ArXiv	2024-02-14
52	Intelligent Agricultural Management Considering N$_2$O Emission and Climate Variability with Uncertainties Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Our research tackles uncertainties in N$_2$O emission estimates with a probabilistic ML approach and climate variability through a stochastic weather model, offering a range of emission outcomes to improve forecast reliability and decision-making.	Zhaoan Wang; Shaoping Xiao; Jun Wang; Ashwin Parab; Shivam Patel;	arxiv-cs.LG	2024-02-13
53	Agriculture 4.0 and Beyond: Evaluating Cyber Threat Intelligence Sources and Techniques in Smart Farming Ecosystems Related Papers Related Patents Related Grants Related Venues Related Experts View	HANG THANH BUI et. al.	Comput. Secur.	2024-02-01
54	Next Generation of Computer Vision for Plant Disease Monitoring in Precision Agriculture: A Contemporary Survey, Taxonomy, Experiments, and Future Direction Related Papers Related Patents Related Grants Related Venues Related Experts View	Weiping Ding; M. Abdel-Basset; Ibrahim Alrashdi; Hossam Hawash;	Inf. Sci.	2024-02-01
55	Computer Vision and Machine Learning-Based Predictive Analysis for Urban Agricultural Systems Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Urban agriculture presents unique challenges, particularly in the context of microclimate monitoring, which is increasingly important in food production. This paper explores the …	Arturs Kempelis; I. Poļaka; A. Romānovs; Antons Patlins;	Future Internet	2024-01-28
56	Precise Robotic Weed Spot-Spraying for Reduced Herbicide Usage and Improved Environmental Outcomes — A Real-World Case Study Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we demonstrate that a custom-designed robotic spot spraying tool based on computer vision and deep learning can significantly reduce herbicide usage on sugarcane farms.	MOSTAFA RAHIMI AZGHADI et. al.	arxiv-cs.RO	2024-01-24
57	Agricultural Recommendation System Based on Deep Learning: A Multivariate Weather Forecasting Approach Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In order to have a profitable, sustainable, and farmer-friendly agricultural practice, this paper proposes a context-based crop recommendation system powered by a weather forecast model.	MD ZUBAIR et. al.	arxiv-cs.LG	2024-01-21
58	A Enhancing Cybersecurity Resilience for Low-Income Farmers in Developing Nations: A Fuzzy Cognitive Mapping Approach Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Rural farmers with limited resources in developing nations who integrate technology into their sustainable agricultural practices encounter a range of obstacles, including …	Kossi Bissadu; Gahangir Hossain; Leela Pavani Velagala;	2024 IEEE International Conference on Consumer Electronics …	2024-01-06
59	Harnessing Artificial Intelligence for Sustainable Agricultural Development in Africa: Opportunities, Challenges, and Impact Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper explores the transformative potential of artificial intelligence (AI) in the context of sustainable agricultural development across diverse regions in Africa. Delving …	Kinyua Gikunda;	ArXiv	2024-01-03
60	Enhanced Corn Seed Disease Classification: Leveraging MobileNetV2 with Feature Augmentation and Transfer Learning Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In the era of advancing artificial intelligence (AI), its application in agriculture has become increasingly pivotal. This study explores the integration of AI for the …	Mohannad Alkanan; Yonis Gulzar;	Frontiers Appl. Math. Stat.	2024-01-03
61	Multi-Objective Optimization of Gateway Location Selection in Long-Range Wide Area Networks: A Tradeoff Analysis Between System Costs and Bitrate Maximization Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: LoRaWANs play a critical role in various applications such as smart farming, industrial IoT, and smart cities. The strategic placement of gateways significantly influences network …	Charuay Savithi; Chutchai Kaewta;	J. Sens. Actuator Networks	2024-01-02
62	Agriculture 5.0: Cutting-Edge Technologies, Trends, and Challenges Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In the evolution from Agriculture 2.0 to Agriculture 5.0, the agricultural sector has witnessed transformative changes. Agriculture 5.0 represents a revolutionary phase, …	S. FOUNTAS et. al.	IT Professional	2024-01-01
63	Revolutionizing Agriculture: Machine and Deep Learning Solutions for Enhanced Crop Quality and Weed Control Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agricultural systems are being revolutionized due to emerging technologies that aim to make improvements in the traditional agriculture system. The major goal is not just to …	Syed Mujtaba Hassan Rizvi; Asma Naseer; Shafiq ur Rehman; Sheeraz Akram; Volker Gruhn;	IEEE Access	2024-01-01
64	Precision Agriculture Through Deep Learning: Tomato Plant Multiple Diseases Recognition With CNN and Improved YOLOv7 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The ability to accurately identify tomato leaves in a field setting is crucial for achieving early yield estimation, particularly with the growing importance of Precision …	MUHAMMAD UMAR et. al.	IEEE Access	2024-01-01
65	An Integrated Framework of Two-Stream Deep Learning Models Optimal Information Fusion for Fruits Disease Recognition Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Diseases impact the rates of production of many agricultural goods. These diseases require detection, which is difficult to do manually. Therefore, the creation of some automated …	UNBER ZAHRA et. al.	IEEE Journal of Selected Topics in Applied Earth …	2024-01-01
66	An Effective Deep Neural Network in Edge Computing Enabled Internet of Things for Plant Diseases Monitoring Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: With the rise of the Internet of Things technology, smart agriculture and the corresponding technology, namely, Taiwan’s agriculture 4.0 has been developed. A large number of …	Yao-Hong Tsai; Tse-Chuan Hsu;	2024 IEEE/CVF Winter Conference on Applications of Computer …	2024-01-01
67	An Early and Smart Detection of Corn Plant Leaf Diseases Using IoT and Deep Learning Multi-Models Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Plant leaf diseases have various causes, leading to severe disorders. The early and accurate detection and classification of these diseases are fundamental for fostering healthy …	Rubina Rashid; Waqar Aslam; Romana Aziz; Ghadah Aldehim;	IEEE Access	2024-01-01
68	A Comprehensive Review on Deep Learning Assisted Computer Vision Techniques for Smart Greenhouse Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: With the escalating global challenges of food security and resource sustainability, innovative solutions like deep learning and computer vision are transforming agricultural …	Jalal Uddin Md Akbar; S. F. Kamarulzaman; Abu Jafar Md Muzahid; Md. Arafatur Rahman; Mueen Uddin;	IEEE Access	2024-01-01
69	A Review on Machine Learning and Deep Learning Image-based Plant Disease Classification for Industrial Farming Systems Related Papers Related Patents Related Grants Related Venues Related Experts View	P. Sajitha; Dr. A. Diana Andrushia; Dr. N. Anand; Dr. M.Z. Naser;	J. Ind. Inf. Integr.	2024-01-01
70	Pest Identification Based on Fusion of Self-Attention With ResNet Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Pest identification is a challenging task in the agricultural sector, as accurate and timely detection of pests is essential for effective pest control and crop protection. …	S. M. Hassan; Arnab Kumar Maji;	IEEE Access	2024-01-01
71	IoT-Driven Machine Learning for Precision Viticulture Optimization Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Precision agriculture (PA), also known as smart farming, has emerged as an innovative solution to address contemporary challenges in agricultural sustainability. A particular …	Chiara Pero; Sambit Bakshi; Michele Nappi; G. Tortora;	IEEE Journal of Selected Topics in Applied Earth …	2024-01-01
72	Agricultural Weed Identification in Images and Videos By Integrating Optimized Deep Learning Architecture on An Edge Computing Technology Related Papers Related Patents Related Grants Related Venues Related Experts View	NITIN RAI et. al.	Comput. Electron. Agric.	2024-01-01
73	Analysis of Formal Concepts for Verification of Pests and Diseases of Crops Using Machine Learning Methods Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This article is devoted to a set of important areas of research: the analysis of formal representations and verification of pests and pathogens affecting crops using spectral …	J. TUSSUPOV et. al.	IEEE Access	2024-01-01
74	AoI-Aware Energy-Efficient SFC in UAV-Aided Smart Agriculture Using Asynchronous Federated Learning Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In the midst of rising global population and environmental challenges, smart agriculture emerges as a vital solution by integrating advanced technologies to optimize agricultural …	Mohammad Akbari; Aisha Syed; W. S. Kennedy; Melike Erol-Kantarci;	IEEE Open Journal of the Communications Society	2024-01-01
75	Human-Centered AI in Smart Farming: Toward Agriculture 5.0 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper delineates the contemporary landscape, challenges, and prospective developments in human-centred artificial intelligence (AI) within the ambit of smart farming, a …	Andreas Holzinger; Iztok Fister; Iztok Fister; Hans‐Peter Kaul; S. Asseng;	IEEE Access	2024-01-01
76	Crops Leaf Disease Recognition From Digital and RS Imaging Using Fusion of Multi Self-Attention RBNet Deep Architectures and Modified Dragonfly Optimization Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Globally, pests and plant diseases severely threaten forestry and agriculture. Plant protection could be substantially enhanced by using noncontact, extremely effective, and …	IRFAN HAIDER et. al.	IEEE Journal of Selected Topics in Applied Earth …	2024-01-01
77	Agricultural 4.0 Leveraging on Technological Solutions: Study for Smart Farming Sector Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: To effectively utilize the potential of technology gadgets in the agriculture sector, collaboration between governments, private sector entities, and other stakeholders is necessary. This paper covers Agriculture 4.0, looks at its possible benefits and drawbacks of the implementation methodologies, compatibility, reliability, and investigates the several digital tools that are being utilized to change the agriculture industry and how to mitigate the challenges.	Emmanuel Kojo Gyamfi; Zag ElSayed; Jess Kropczynski; Mustapha Awinsongya Yakubu; Nelly Elsayed;	arxiv-cs.HC	2024-01-01
78	Real-Time Plant Disease Dataset Development and Detection of Plant Disease Using Deep Learning Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture plays a significant role in meeting food needs and providing food security for the increasingly growing global population, which has increased by 0.88% since 2022. …	D. Joseph; P. Pawar; Kaustubh Chakradeo;	IEEE Access	2024-01-01
79	On The Promises and Challenges of Multimodal Foundation Models for Geographical, Environmental, Agricultural, and Urban Planning Applications Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The advent of large language models (LLMs) has heightened interest in their potential for multimodal applications that integrate language and vision. This paper explores the …	CHENJIAO TAN et. al.	ArXiv	2023-12-23
80	Smart Connected Farms and Networked Farmers to Tackle Climate Challenges Impacting Agricultural Production Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: The aim of this article is to provide a comprehensive overview of the state of the art in SCF including the advances in engineering, computer sciences, data sciences, social sciences and economics including data privacy, sharing and technology adoption.	BEHZAD J. BALABAYGLOO et. al.	arxiv-cs.CY	2023-12-19
81	Optimized Transfer Learning Approach for Leaf Disease Classification in Smart Agriculture Related Papers Related Patents Related Grants Related Venues Related Experts View	Monu Bhagat; D. Kumar; Sunil Kumar;	Multim. Tools Appl.	2023-12-19
82	Advancing Disease Identification in Fava Bean Crops: A Novel Deep Learning Solution Integrating YOLO-NAS for Precise Rust Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: A significant concern is the economic impact of agricultural diseases on the world’s crop production. The disease significantly reduces agricultural production across the world. …	Hicham Slimani; J. El Mhamdi; A. Jilbab;	J. Intell. Fuzzy Syst.	2023-12-16
83	Smart-Contract-Based Agricultural Service Platform for Drone Plant Protection Operation Optimization Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The platform-based agricultural service is receiving popularity in small-scale farming and shows significant advantages in gathering dispersed service requests and matching supply …	QIANQIAN ZHENG et. al.	IEEE Internet of Things Journal	2023-12-15
84	CattleEyeView: A Multi-task Top-down View Cattle Dataset for Smarter Precision Livestock Farming Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Moreover, they do not provide top-down views of cattle. To address such limitations, we introduce CattleEyeView dataset, the first top-down view multi-task cattle video dataset for a variety of inter-related tasks (i.e., counting, detection, pose estimation, tracking, instance segmentation) that are useful to count the number of cows and assess their growth and well-being.	Kian Eng Ong; Sivaji Retta; Ramarajulu Srinivasan; Shawn Tan; Jun Liu;	arxiv-cs.CV	2023-12-14
85	Causality and Explainability for Trustworthy Integrated Pest Management Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Despite its potential, IPM faces low adoption rates due to farmers’ skepticism about its effectiveness. To address this challenge, we introduce an advanced data analysis framework tailored to enhance IPM adoption.	ILIAS TSOUMAS et. al.	arxiv-cs.LG	2023-12-07
86	Development of Plant Disease Detection for Smart Agriculture Related Papers Related Patents Related Grants Related Venues Related Experts View	Karthickmanoj R; S. T.;	Multim. Tools Appl.	2023-12-04
87	Weed-Crop Segmentation in Drone Images with A Novel Encoder-Decoder Framework Enhanced Via Attention Modules Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The rapid expansion of the world’s population has resulted in an increased demand for agricultural products which necessitates the need to improve crop yields. To enhance crop …	Sultan Daud Khan; Saleh M. Basalamah; A. Lbath;	Remote. Sens.	2023-12-03
88	Multiclass Weed Identification Using Semantic Segmentation: An Automated Approach for Precision Agriculture Related Papers Related Patents Related Grants Related Venues Related Experts View	Sanjay Kumar Gupta; Shivam Kumar Yadav; Sanjay Kumar Soni; Udai Shanker; Pradeep Kumar Singh;	Ecol. Informatics	2023-12-01
89	Efficient Multi-UAV Assisted Data Gathering Schemes for Maximizing The Operation Time of Wireless Sensor Networks in Precision Farming Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Measurement data from wireless sensors deployed in large agricultural areas could be used to help the automation of precision farming activities such as irrigation management, …	Khanh-Van Nguyen; Chi-Hieu Nguyen; T. V. Do; C. Rotter;	IEEE Transactions on Industrial Informatics	2023-12-01
90	Structured Ecological Cultivation With Autonomous Robots in Agriculture: Toward A Fully Autonomous Robotic Indoor Farming System Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: To support the hypothesis that embracing robotics has the potential to address farming challenges and, at the same time, replace large and complex farm machinery, this article …	Marsela Car; Barbara Arbanas Ferreira; Jelena Vuletić; M. Orsag;	IEEE Robotics & Automation Magazine	2023-12-01
91	Robotic Volatile Sampling for Early Detection of Plant Stress: Precision Agriculture Beyond Visual Remote Sensing Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Global agriculture is challenged to provide food for a human population that is larger than ever before and still increasing. This is accompanied by the need to reduce the large …	Christian Geckeler; S. Ramos; M. Schuman; S. Mintchev;	IEEE Robotics & Automation Magazine	2023-12-01
92	Cross-domain Transfer Learning for Weed Segmentation and Mapping in Precision Farming Using Ground and UAV Images Related Papers Related Patents Related Grants Related Venues Related Experts View	JUNFENG GAO et. al.	Expert Syst. Appl.	2023-12-01
93	Privacy-Preserving Data Sharing in Agriculture: Enforcing Policy Rules for Secure and Confidential Data Synthesis Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this study, we propose a novel framework for enforcing privacy policy rules in privacy-preserving data generation algorithms.	Anantaa Kotal; Lavanya Elluri; Deepti Gupta; Varun Mandalapu; Anupam Joshi;	arxiv-cs.CR	2023-11-26
94	Can SAM Recognize Crops? Quantifying The Zero-shot Performance of A Semantic Segmentation Foundation Model on Generating Crop-type Maps Using Satellite Imagery for Precision Agriculture Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We propose using clustering consensus metrics to assess SAM’s zero-shot performance in segmenting satellite imagery and producing crop-type maps.	RUTUJA GURAV et. al.	arxiv-cs.CV	2023-11-25
95	The Influence of Neural Networks on Hydropower Plant Management in Agriculture: Addressing Challenges and Exploring Untapped Opportunities Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This work is a call for attention and highlights the potential risks of deploying neural network-based hydropower plant management software without proper scrutiny and control. To address these concerns, we propose the adoption of the Agriculture Conscious Hydropower Plant Management framework, aiming to maximise electricity production while prioritising stable irrigation for agriculture.	C. Coelho; M. Fernanda P. Costa; L. L. Ferrás;	arxiv-cs.LG	2023-11-22
96	IoT-Based Object-Detection System to Safeguard Endangered Animals and Bolster Agricultural Farm Security Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Significant threats to ecological equilibrium and sustainable agriculture are posed by the extinction of animal species and the subsequent effects on farms. Farmers face difficult …	MOHAIMENUL AZAM KHAN RAIAAN et. al.	Future Internet	2023-11-21
97	Weed Detection in Agricultural Fields Via Automatic Graph Cut Segmentation with Mobile Net Classification Model Related Papers Related Patents Related Grants Related Venues Related Experts View	S. P. Samuel; K. Malarvizhi; S. Karthik;	Signal, Image and Video Processing	2023-11-21
98	Artificial Intelligence in Sustainable Vertical Farming Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: As global challenges of population growth, climate change, and resource scarcity intensify, the agricultural landscape is at a critical juncture. Sustainable vertical farming …	Hribhu Chowdhury; Debo Brata Paul Argha; Md Ashik Ahmed;	ArXiv	2023-11-17
99	ChatGPT in The Context of Precision Agriculture Data Analytics Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this study we argue that integrating ChatGPT into the data processing pipeline of automated sensors in precision agriculture has the potential to bring several benefits and enhance various aspects of modern farming practices.	Ilyas Potamitis;	arxiv-cs.AI	2023-11-10
100	Enabling Automated Integration Testing of Smart Farming Applications Via Digital Twin Prototypes Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we present a case study for employing our Digital Twin Prototype approach to automated testing of software for improving the making of silage with a smart farming application.	Alexander Barbie; Wilhelm Hasselbring; Malte Hansen;	arxiv-cs.SE	2023-11-09
101	High-fidelity 3D Reconstruction of Plants Using Neural Radiance Field Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In particular, we present a novel plant phenotype dataset comprising real plant images from production environments.	Kewei Hu; Ying Wei; Yaoqiang Pan; Hanwen Kang; Chao Chen;	arxiv-cs.CV	2023-11-07
102	SugarViT — Multi-objective Regression of UAV Images with Vision Transformers and Deep Label Distribution Learning Demonstrated on Disease Severity Prediction in Sugar Beet Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: One novelty in this work is the combination of remote sensing data with environmental parameters of the experimental sites for disease severity prediction.	MAURICE GÜNDER et. al.	arxiv-cs.CV	2023-11-06
103	Potato Leaf Disease Classification Using Deep Learning: A Convolutional Neural Network Approach Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this study, a Convolutional Neural Network (CNN) is used to classify potato leaf illnesses using Deep Learning.	Utkarsh Yashwant Tambe; A. Shobanadevi; A. Shanthini; Hsiu-Chun Hsu;	arxiv-cs.CV	2023-11-04
104	A Mixed-autonomous Robotic Platform for Intra-row and Inter-row Weed Removal for Precision Agriculture Related Papers Related Patents Related Grants Related Venues Related Experts View	FRANCESCO VISENTIN et. al.	Comput. Electron. Agric.	2023-11-01
105	QWID: Quantized Weed Identification Deep Neural Network Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we present an efficient solution for weed classification in agriculture.	Parikshit Singh Rathore;	arxiv-cs.CV	2023-10-29
106	Fusion-Driven Tree Reconstruction and Fruit Localization: Advancing Precision in Agriculture Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This study introduces an innovative methodology that harnesses the synergy of RGB imagery, LiDAR, and IMU data, to achieve intricate tree reconstructions and the pinpoint localization of fruits.	KAIMING FU et. al.	arxiv-cs.RO	2023-10-23
107	Named Entity Recognition for Monitoring Plant Health Threats in Tweets: A ChouBERT Approach Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: An important application scenario of precision agriculture is detecting and measuring crop health threats using sensors and data analysis techniques.	Shufan Jiang; Rafael Angarita; Stéphane Cormier; Francis Rousseaux;	arxiv-cs.CL	2023-10-19
108	Identification of Abnormality in Maize Plants From UAV Images Using Deep Learning Approaches Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we consider the problem of automatically identifying abnormal regions in maize plants from images captured by a UAV.	Aminul Huq; Dimitris Zermas; George Bebis;	arxiv-cs.CV	2023-10-19
109	Agri-GNN: A Novel Genotypic-Topological Graph Neural Network Framework Built on GraphSAGE for Optimized Yield Prediction Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture, as the cornerstone of human civilization, constantly seeks to integrate technology for enhanced productivity and sustainability. This paper introduces …	Aditya Gupta; Asheesh Singh;	ArXiv	2023-10-19
110	Development of Tomato Leaf Disease Detection Using YoloV8 Model Via RoboFlow 2.0 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The Philippines, as a tropical archipelago with 30% of its land classified as agricultural, produces tomatoes throughout the year, though peaks during dry season. Not accounting …	S. G. Brucal; L. C. M. D. Jesus; Sergio R. Peruda; Leonardo Samaniego; Einstein D. Yong;	2023 IEEE 12th Global Conference on Consumer Electronics …	2023-10-10
111	Hierarchical Mask2Former: Panoptic Segmentation of Crops, Weeds and Leaves Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: To this end, we propose a hierarchical panoptic segmentation method to simultaneously identify indicators of plant growth and locate weeds within an image.	Madeleine Darbyshire; Elizabeth Sklar; Simon Parsons;	arxiv-cs.CV	2023-10-10
112	TP-YOLO: A Lightweight Attention-Based Architecture for Tiny Pest Detection Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Automatic detection of agricultural pests is a challenging problem that is of great interest in biosecurity and precision agriculture. The detection model must cope well with the …	Yang Di; S. L. Phung; Julian Van Den Berg; Jason Clissold; A. Bouzerdoum;	2023 IEEE International Conference on Image Processing …	2023-10-08
113	Automated Spray Control Using Deep Learning and Image Processing Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we propose an end-to-end system for automated detection of disease with severity level in tomato plants using a fusion of deep learning methods with image processing techniques.	Victor Azad; Shreyank Kumar; Ram Narayan Yadav;	mobicom	2023-10-02
114	Integrating Agricultural and Ecotourism Development: A Crop Cultivation Suitability Framework Considering Tourists’ Landscape Preferences in Qinghai Province, China Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Ecotourism and agricultural development have been proven to have synergistic effects, although few studies have employed a spatial planning approach to incorporate tourism growth …	HUIHUI WANG et. al.	Remote. Sens.	2023-09-25
115	A SAM-based Solution for Hierarchical Panoptic Segmentation of Crops and Weeds Competition Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Exploring the application of panoptic segmentation in agriculture, the 8th Workshop on Computer Vision in Plant Phenotyping and Agriculture (CVPPA) hosted the challenge of hierarchical panoptic segmentation of crops and weeds using the PhenoBench dataset. To tackle the tasks presented in this competition, we propose an approach that combines the effectiveness of the Segment AnyThing Model (SAM) for instance segmentation with prompt input from object detection models.	Khoa Dang Nguyen; Thanh-Hai Phung; Hoang-Giang Cao;	arxiv-cs.CV	2023-09-24
116	From Text to Trends: A Unique Garden Analytics Perspective on The Future of Modern Agriculture Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we demonstrate the potential of machine learning techniques to predict trends in horticulture by analyzing textual queries from homeowners.	Parag Saxena;	arxiv-cs.AI	2023-09-21
117	Efficient Deep Learning Approach for Olive Disease Classification Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: From ancient times olive tree cultivation has been one of the most crucial agricultural activities for Mediterranean countries. In recent years, the role of Artificial …	A. Bruno; Davide Moroni; M. Martinelli;	2023 18th Conference on Computer Science and Intelligence …	2023-09-17
118	E-Governance in Agriculture: A Framework on Digital Technology Adaptation By Smallholder Farmers Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Digital farming is a modern paradigm for food production that utilizes modern technology to enhance various benefits for farmers through e-agriculture and provide higher crop …	Mosa Shrabony Sheikh; László Berényi;	Proceedings of the Central and Eastern European eDem and …	2023-09-13
119	Online ML Self-adaptation in Face of Traps Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Recently, we experimented with applying online ML for self-adaptation of a smart farming scenario and we had faced several unexpected difficulties — traps — that, to our knowledge, are not discussed enough in the community. In this paper, we report our experience with these traps.	MICHAL TÖPFER et. al.	arxiv-cs.LG	2023-09-11
120	Robot-assisted Soil Apparent Electrical Conductivity Measurements in Orchards Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Robot-assisted ECa measurements, in contrast, may offer a scalable and cost-effective solution. In this work, we present one such solution that involves a ground mobile robot equipped with a customized and adjustable platform to hold an Electromagnetic Induction (EMI) sensor to perform semi-autonomous and on-demand ECa measurements under various field conditions.	Dimitrios Chatziparaschis; Elia Scudiero; Konstantinos Karydis;	arxiv-cs.RO	2023-09-10
121	Machine Learning As A Strategic Tool for Helping Cocoa Farmers in Côte D’Ivoire Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Machine learning can be used for social good. The employment of artificial intelligence in smart agriculture has many benefits for the environment: it helps small farmers (at a …	Stefano Ferraris; Rosa Meo; Stefano Pinardi; Matteo Salis; Gabriele Sartor;	Sensors (Basel, Switzerland)	2023-09-01
122	A Deep Learning Model for Cotton Disease Prediction Using Fine-tuning with Smart Web Application in Agriculture IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	MD. MANOWARUL ISLAM et. al.	Intell. Syst. Appl.	2023-09-01
123	BFSF: A Secure IoT Based Framework for Smart Farming Using Blockchain Related Papers Related Patents Related Grants Related Venues Related Experts View	Shashi Shreya; Kakali Chatterjee; Ashutosh Kumar Singh;	Sustain. Comput. Informatics Syst.	2023-09-01
124	Precision Weed Detection in Wheat Fields for Agriculture 4.0: A Survey of Enabling Technologies, Methods, and Research Challenges IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	KE-QIAN XU et. al.	Comput. Electron. Agric.	2023-09-01
125	A Review on UAV-Based Applications for Plant Disease Detection and Monitoring IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Remote sensing technology is vital for precision agriculture, aiding in early issue detection, resource management, and environmentally friendly practices. Recent advances in …	L. KOUADIO et. al.	Remote. Sens.	2023-08-31
126	Plant Disease Detection and Segmentation Using End-to-End YOLOv8: A Comprehensive Approach Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Preventing and managing plant leaf diseases requires a dependable and precise detection method. Detecting leaf diseases in plants is a time-consuming process that has a negative …	Syed Asif Ahmad Qadri; N. Huang; T. Wani; S. A. Bhat;	2023 IEEE 13th International Conference on Control System, …	2023-08-25
127	Detecting Heterogeneity Parameters and Hybrid Models for Precision Farming Related Papers Related Patents Related Grants Related Venues Related Experts View	O. Ibidoja; P. Fam; J. Sulaiman; Majid Khan Majahar Ali;	Journal of Big Data	2023-08-19
128	Reinforcement Learning for Battery Management in Dairy Farming Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This research paper utilizes Q-learning to learn an effective policy for charging and discharging a battery within a dairy farm setting.	Nawazish Ali; Abdul Wahid; Rachael shaw; Karl Mason;	arxiv-cs.LG	2023-08-17
129	A Global Systematic Review of Improving Crop Model Estimations By Assimilating Remote Sensing Data: Implications for Small-Scale Agricultural Systems Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: There is a growing effort to use access to remote sensing data (RS) in conjunction with crop model simulation capability to improve the accuracy of crop growth and yield …	Luleka Dlamini; Olivier Crespo; Jos van Dam; L. Kooistra;	Remote. Sens.	2023-08-17
130	Integrating Renewable Energy in Agriculture: A Deep Reinforcement Learning-based Approach Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: The study develops a DQN framework to assist agricultural investors in making informed decisions considering factors such as installation budget, government incentives, energy requirements, system cost, and long-term benefits.	A. Wahid; I faiud; K. Mason;	arxiv-cs.AI	2023-08-16
131	A Crop Recommendation System Based on Nutrients and Environmental Factors Using Machine Learning Models and IoT Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: With the ever-increasing population of the world, enough crop production is the biggest concern for the human race. This issue is more pressing than ever as the world population …	ANISHKA CHAUHAN et. al.	2023 International Conference on Information Technology …	2023-08-09
132	An Autonomous Hybrid Drone-Rover Vehicle for Weed Removal and Spraying Applications in Agriculture Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: To meet the different requirements of multiple terrains and vertical farming in agriculture, we propose an autonomous hybrid drone-rover vehicle that combines the advantages of both rovers and drones.	J Krishna Kant; Mahankali Sripaad; Anand Bharadwaj; Rajashekhar V S; Suresh Sundaram;	arxiv-cs.RO	2023-08-09
133	Embedding-based Retrieval with LLM for Effective Agriculture Information Extracting from Unstructured Data IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we explored using domain-agnostic general pre-trained large language model(LLM) to extract structured data from agricultural documents with minimal or no human intervention.	Ruoling Peng; Kang Liu; Po Yang; Zhipeng Yuan; Shunbao Li;	arxiv-cs.AI	2023-08-06
134	The ACAC_D Model for Mutable Activity Control and Chain of Dependencies in Smart and Collaborative Systems Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In ACAC, we also consider the chain of dependencies while handling the mutability of an activity. We highlight the challenges while dealing with chain of dependencies, and provide solutions to resolve these challenges.	Tanjila Mawla; Maanak Gupta; Safwa Ameer; Ravi Sandhu;	arxiv-cs.CR	2023-08-03
135	Opinion Paper: Precision Agriculture, Smart Agriculture, or Digital Agriculture Related Papers Related Patents Related Grants Related Venues Related Experts View	Qin Zhang;	Comput. Electron. Agric.	2023-08-01
136	Multi-growth Stage Plant Recognition: A Case Study of Palmer Amaranth (Amaranthus Palmeri) in Cotton (Gossypium Hirsutum) Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we investigate eight-class growth stage recognition of A. palmeri in cotton as a challenging model for You Only Look Once (YOLO) architectures.	Guy RY Coleman; Matthew Kutugata; Michael J Walsh; Muthukumar Bagavathiannan;	arxiv-cs.CV	2023-07-28
137	Digital Twin Deployment for Smart Agriculture in Cloud-Fog-Edge Infrastructure Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The rapid adoption of Cloud, Fog, and Edge computing paradigms, along with Digital Twin (DT) technology, is being observed across numerous domains. Smart Agriculture is one such …	Y. Kalyani; Nestor Velasco Bermeo; Rem W. Collier;	International Journal of Parallel, Emergent and Distributed …	2023-07-27
138	A Modular Communication Architecture for Adaptive UAV Swarms Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Small Unmanned Aerial Vehicles (UAVs) have vast application potential from industrial logistics and disaster monitoring to smart farming, for example, to create maps with …	KEYVAN SHAHIN et. al.	2023 IEEE International Conference on Omni-layer …	2023-07-23
139	Agricultural Robotic System: The Automation of Detection and Speech Control Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: The Agricultural Robotic System project addresses these issues through a modular design that integrates advanced visual, speech recognition, and robotic technologies. This system is comprised of separate but interconnected modules for vision detection and speech recognition, creating a flexible and adaptable solution.	YANG WENKAI et. al.	arxiv-cs.RO	2023-07-19
140	LoRaVine: Using LoRaWAN for Smart Vineyards Microclimate Monitoring Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The Industrial Internet of Things (IIoT) paradigm promises to increase efficiency of a production system providing comprehensive awareness about the whole process. Such an …	DAVIDE BOTTURI et. al.	2023 IEEE Sensors Applications Symposium (SAS)	2023-07-18
141	Techniques, Answers, and Real-World UAV Implementations for Precision Farming Related Papers Related Patents Related Grants Related Venues Related Experts View	Ashish Srivastava; J. Prakash;	Wireless Personal Communications	2023-07-13
142	The Perilous Promise of Productivity: Affective Politics of Farming Media and Its Consequences for The Future of Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This article brings together historically disparate literatures, including rural sociology, critical food studies, new media studies, and affect theory to think critically, and …	M. Carolan;	New Media & Society	2023-07-13
143	Theme Mapping and Bibliometric Analysis of Two Decades of Smart Farming Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The estimated global population for 2050 is 9 billion, which implies an increase in food demand. Agriculture is the primary source of food production worldwide, and improving its …	TRI KUSHARTADI et. al.	Inf.	2023-07-11
144	Employing Drones in Agriculture: An Exploration of Various Drone Types and Key Advantages Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This article explores the use of drones in agriculture and discusses the various types of drones employed for different agricultural applications.	E. C. Nunes;	arxiv-cs.RO	2023-07-08
145	Sensor Based Agribot For Agricultural Field Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agribot is a robot made specifically for agricultural farming. As one of the trends of the 21st century in the development of automation and intelligence of agricultural …	SATHESH S et. al.	2023 14th International Conference on Computing …	2023-07-06
146	Smart Home Automation with Smart Security System Over The Cloud Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This article outlines a comprehensive smart home automation system that utilizes ESP32 and ESP32-CAM modules, along with IoT cloud integration, to provide a seamless and secure …	GAURAV VERMA et. al.	2023 14th International Conference on Computing …	2023-07-06
147	Utilizing Federated Learning and CNNs for Severity Analysis of Fenugreek Leaf Diseases Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: To effectively control fenugreek leaf diseases, which represent a severe danger to crop yield, it is necessary to have precise and fast detection systems. This study suggested a …	Shiva Mehta; Vinay Kukreja; Vikrant Sharma;	2023 14th International Conference on Computing …	2023-07-06
148	Cutting-edge Analysis of Sweet Potato Leaf Diseases: Leveraging Federated Learning and CNNs for Severity Evaluation Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This study proposes a unique method for categorizing and estimating the severity of illnesses that affect sweet potato leaves using federated learning and Convolutional Neural …	Shiva Mehta; Vinay Kukreja; Vikrant Sharma; Manisha Aeri;	2023 14th International Conference on Computing …	2023-07-06
149	Identification of Various Diseases in Plant Leaves Using Image Processing and CNN Approach Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: India is an agricultural country with a population that depends on agriculture for about 70% of their income. Finding plant diseases is a crucial duty carried out in agriculture. …	Diksha Tandekar; Snehlata Dongre;	2023 14th International Conference on Computing …	2023-07-06
150	Intelligent Drones Trajectory Generation for Mapping Weed Infested Regions Over 6G Networks Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Unmanned Aerial Vehicles (UAVs), in conjunction with 6G, are a potential tool for monitoring agricultural lands and various agricultural applications. There have been several …	G. Raja; Nisha Deborah Philips; R. Ramasamy; K. Dev; Neeraj Kumar;	IEEE Transactions on Intelligent Transportation Systems	2023-07-01
151	Expert System for Smart Farming for Diagnosis of Sugarcane Diseases Using Machine Learning Related Papers Related Patents Related Grants Related Venues Related Experts View	Athiraja Atheeswaran; Raghavender K.V.; B.N. Lakshmi Chaganti; Ashok Maram; N. Herencsar;	Comput. Electr. Eng.	2023-07-01
152	Deep Learning Model for Detection of Brown Spot Rice Leaf Disease with Smart Agriculture IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	ROOPALI DOGRA et. al.	Comput. Electr. Eng.	2023-07-01
153	Severity Stage Identification and Pest Detection of Tomato Disease Using Deep Learning Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In Bangladesh, most people depend on agriculture for their livelihood. The country’s economy and agricultural production are hampered if plants are affected by diseases. Crop …	Prothama Sardar; Romana Rahman Ema; Sk. Shalauddin Kabir; Md. Nasim Adnan; S. Galib;	Int. J. Comput.	2023-07-01
154	Sustainable Palm Tree Farming: Leveraging IoT and Multi-Modal Data for Early Detection and Mapping of Red Palm Weevil Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper proposes an innovative approach for sustainable palm tree farming by utilizing advanced technologies for the early detection and management of RPW.	Yosra Hajjaji; Ayyub Alzahem; Wadii Boulila; Imed Riadh Farah; Anis Koubaa;	arxiv-cs.CV	2023-06-29
155	Evaluating Digital Agriculture Recommendations with Causal Inference Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: To this end, we propose an observational causal inference framework for the empirical evaluation of the impact of digital tools on target farm performance indicators (e.g., yield in this case).	ILIAS TSOUMAS et. al.	aaai	2023-06-26
156	A ROS-based Architecture for Object Detection and Relative Localization for A Mobile Robot with An Application to A Precision Farming Scenario Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Several factors may compromise the effectiveness of algorithms for relatively localizing specific objects in outdoor unstructured environments using robotic platforms, such as the …	Andrea Arlotta; M. Lippi; A. Gasparri;	2023 31st Mediterranean Conference on Control and …	2023-06-26
157	Lesion Detection on Leaves Using Class Activation Maps Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this study, we propose a method for lesion detection on plant leaves utilizing class activation maps generated by a ResNet-18 classifier.	Enes Sadi Uysal; Deniz Sen; Ahmet Haydar Ornek; Ahmet Emin Yetkin;	arxiv-cs.CV	2023-06-23
158	The Impact of The Application of Deep Learning Techniques with IoT in Smart Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture is a vital sector in Tunisia, serving as the country’s economic backbone and providing subsistence and employment to a large number of people. However, climate change, …	Oumayma Jouini; K. Sethom; R. Bouallègue;	2023 International Wireless Communications and Mobile …	2023-06-19
159	PestDSS: An Integrated Decision Support System for Sustainable Pest Management in Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The direct and indirect damage to crops caused by pests is a major factor affecting crop yields. Providing farmers with professional and cost-effective pest management decisions …	ZHIPENG YUAN et. al.	2023 IEEE 32nd International Symposium on Industrial …	2023-06-19
160	Multi-output Deep-Supervised Classifier Chains for Plant Pathology Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Plant leaf disease classification is an important task in smart agriculture which plays a critical role in sustainable production. Modern machine learning approaches have shown …	Jianping Yao; S. Tran;	2023 International Joint Conference on Neural Networks …	2023-06-18
161	Early Detection of Late Blight Tomato Disease Using Histogram Oriented Gradient Based Support Vector Machine Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This research propose a novel smart technique for early detection of late blight diseases in tomatoes.	YOUSEF ALHWAITI et. al.	arxiv-cs.CV	2023-06-14
162	Iot-Based Privacy-Preserving Anomaly Detection Model for Smart Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Internet of Things (IoT) technology has been incorporated into the majority of people’s everyday lives and places of employment due to the quick development in information …	Keerthi Kethineni; Pradeepini Gera;	Syst.	2023-06-13
163	Towards Sustainable Farming: A Robust Decision Support System’s Architecture for Agriculture 4.0 IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture 4.0 is a new era in farming that uses digital technologies to optimize crop yields and increase sustainability by collecting, integrating, and analyzing data from …	E. Pechlivani; G. Gkogkos; Nikolaos Giakoumoglou; Ioannis Hadjigeorgiou; D. Tzovaras;	2023 24th International Conference on Digital Signal …	2023-06-11
164	Progress in The Application of CNN-Based Image Classification and Recognition in Whole Crop Growth Cycles Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The categorization and identification of agricultural imagery constitute the fundamental requisites of contemporary farming practices. Among the various methods employed for image …	FENG YU et. al.	Remote. Sens.	2023-06-08
165	Exploring Machine Learning Models for Soil Nutrient Properties Prediction: A Systematic Review IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture is essential to a flourishing economy. Although soil is essential for sustainable food production, its quality can decline as cultivation becomes more intensive and …	O. FOLORUNSO et. al.	Big Data Cogn. Comput.	2023-06-08
166	Intrusion Detection in Internet of Things-based Smart Farming Using Hybrid Deep Learning Framework Related Papers Related Patents Related Grants Related Venues Related Experts View	Keerthi Kethineni; G. Pradeepini;	Cluster Computing	2023-06-03
167	Towards Domain Generalization in Crop and Weed Segmentation for Precision Farming Robots Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Precision farming robots offer the potential to reduce the amount of used agrochemicals through targeted interventions and thus are a promising step towards sustainable …	J. Weyler; T. Läbe; Federico Magistri; J. Behley; C. Stachniss;	IEEE Robotics and Automation Letters	2023-06-01
168	Multi-Criteria Decision Analysis Approach for Selecting Feasible Data Analytics Platforms for Precision Farming Related Papers Related Patents Related Grants Related Venues Related Experts View	N. N. K. Krisnawijaya; B. Tekinerdogan; C. Catal; R. V. D. Tol;	Comput. Electron. Agric.	2023-06-01
169	Weed Resistance Assessment Through Airborne Multimodal Data Fusion and Deep Learning: A Novel Approach Towards Sustainable Agriculture Related Papers Related Patents Related Grants Related Venues Related Experts View	Fulin Xia; Zhaoxia Lou; Deng Sun; Hailong Li; Longzhe Quan;	Int. J. Appl. Earth Obs. Geoinformation	2023-06-01
170	Advancing Precision Agriculture: The Potential of Deep Learning for Cereal Plant Head Detection IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	ALIREZA SANAEIFAR et. al.	Comput. Electron. Agric.	2023-06-01
171	Data Management System for Sustainable Agriculture Among Smallholder Farmers in Tanzania: Research-in-progress Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Smallholder farmers produce about 70% of the world’s food and employ more than one billion people. They therefore have an important role to play in eradicating food insecurity and …	G. E. Mushi; G. Serugendo; Pierre-Yves Burgi;	Information Technology for Development	2023-05-31
172	Label-Efficient Learning in Agriculture: A Comprehensive Review Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In fact, there are more than 50 papers on developing and applying deep-learning-based label-efficient techniques to address various agricultural problems since 2016, which motivates the authors to provide a timely and comprehensive review of recent label-efficient ML/DL methods in agricultural applications.	JIAJIA LI et. al.	arxiv-cs.CV	2023-05-23
173	GPS-Aided Odometry Navigation for IAVs: An Assessment of Integration Topologies and Odometry Mounting Configurations Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Nowadays, navigation of agricultural vehicles is almost exclusively dominated by Global Navigation Satellite Systems (GNSSs), in particular, the Global Positioning System (GPS). …	V. H. L. Pereira; F. O. Silva;	2023 IEEE International Instrumentation and Measurement …	2023-05-22
174	Computer Vision and Deep Learning-enabled Weed Detection Model for Precision Agriculture IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	R. PUNITHAVATHI et. al.	Comput. Syst. Sci. Eng.
175	CWD30: A Comprehensive and Holistic Dataset for Crop Weed Recognition in Precision Agriculture Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Moreover, the similar external structure and phenomics of crops and weeds complicate recognition tasks. To address these issues, we present the CWD30 dataset, a large-scale, diverse, holistic, and hierarchical dataset tailored for crop-weed recognition tasks in precision agriculture.	TALHA ILYAS et. al.	arxiv-cs.CV	2023-05-17
176	Investigating Image-based Fallow Weed Detection Performance on Raphanus Sativus and Avena Sativa at Speeds Up to 30 Km H-1 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Site-specific weed control (SSWC) can provide considerable reductions in weed control costs and herbicide usage. Despite the promise of machine vision for SSWC systems and the …	Guy R. Y. Coleman; A. Macintyre; M. Walsh; W. Salter;	ArXiv	2023-05-17
177	Investigating Image-based Fallow Weed Detection Performance on Raphanus Sativus and Avena Sativa at Speeds Up to 30 Km H$^{-1}$ Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: Here, we compare the performance of four camera-software combinations using the open-source OpenWeedLocator platform – (1) default settings on a Raspberry Pi HQ camera, (2) optimised software settings on a HQ camera, (3) optimised software settings on the Raspberry Pi v2 camera, and (4) a global shutter Arducam AR0234 camera – at speeds ranging from 5 km h$^{-1}$ to 30 km h$^{-1}$.	Guy R. Y. Coleman; Angus Macintyre; Michael J. Walsh; William T. Salter;	arxiv-cs.CV	2023-05-17
178	Object Detection Model for Gender Screening of Cannabis Seeds Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Understanding and perception of cannabis are more expansive than they formerly were. Almost all growers are primarily interested in getting harvests of big flower buds from …	Prachya Boonsri; Y. Limpiyakorn;	Proceedings of the 2023 9th International Conference on …	2023-05-10
179	Big Data Analytics, Data Science, ML&AI for Connected, Data-driven Precision Agriculture and Smart Farming Systems: Challenges and Future Directions Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Big data and data scientific applications in the modern agriculture are rapidly evolving as the data technology advances and more computational power becomes available. The …	David Han;	Proceedings of Cyber-Physical Systems and Internet of …	2023-05-09
180	Enabling Scalable Smart Vertical Farming with IoT and Machine Learning Technologies Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Current state of the art in vertical farming faces numerous challenges around optimisation and efficiency. This new domain of agriculture is targeting high level of automated and …	Csaba Hegedüs; Attila Frankó; P. Varga; Stefan Gindl; Markus Tauber;	NOMS 2023-2023 IEEE/IFIP Network Operations and Management …	2023-05-08
181	Disruptive Technologies for Smart Farming in Developing Countries: Tomato Leaf Disease Recognition Systems Based on Machine Learning Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Food security is a major concern in every developing country. Farmers face many problems while cultivating plants and they must take precautions at every stage of cultivation. …	Ravichandra Reddy Kovvuri; A. Kaushik; Sargam Yadav;	The Electronic Journal of Information Systems in Developing …	2023-05-06
182	Smart Platform Based on IoT and WSN for Monitoring and Control of A Greenhouse in The Context of Precision Agriculture IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Hamza Benyezza; M. Bouhedda; Reda Kara; S. Rebouh;	Internet Things	2023-05-01
183	Hierarchical and Decentralised Federated Learning Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: If there exist geographical patterns for data (e.g., soil conditions in a smart farm likely are related to the geography of the region itself), then it is crucial that models used locally can consider their own locality in addition to a globally-learned model.	OMER RANA et. al.	arxiv-cs.LG	2023-04-28
184	An Efficient IoT Based Framework for Detecting Rice Disease in Smart Farming System Related Papers Related Patents Related Grants Related Venues Related Experts View	Nermeen Gamal Rezk; E. E. Hemdan; A. Attia; Ayman El-Sayed; Mohamed A. El-Rashidy;	Multimedia Tools and Applications	2023-04-28
185	ARD‐VO: Agricultural Robot Data Set of Vineyards and Olive Groves Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The availability of real‐world data in agricultural applications is of paramount importance to develop robust and effective robotic‐based solutions for farming operations. In this …	FRANCESCO CROCETTI et. al.	Journal of Field Robotics	2023-04-24
186	Designing For Sustainable and Equitable Agricultural Labor and Technologies Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This dissertation project begins from the literature-informed premise that dominant and historical conditions which have shaped the agricultural industry, namely scientific …	Olivia Doggett;	Extended Abstracts of the 2023 CHI Conference on Human …	2023-04-19
187	AI Driven Shadow Model Detection in Agropv Farms Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this study, we use state-of-the-art CNN and GAN-based neural networks to detect shadows in agro-PV farms, demonstrating their effectiveness.	Sai Paavan Kumar Dornadula; Pascal Brunet; Dr. Susan Elias;	arxiv-cs.CV	2023-04-16
188	AGI for Agriculture IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: By leveraging the power of AGI, these emerging technologies can provide farmers with actionable insights, allowing for optimized decision-making and increased productivity. The transformative potential of AGI in agriculture is vast, and this paper aims to highlight its potential to revolutionize the industry.	GUOYU LU et. al.	arxiv-cs.AI	2023-04-12
189	Visual Based Tomato Size Measurement System for An Indoor Farming Environment Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Current existing vision systems for yield estimation face difficulties in occlusion and scalability as they utilize a camera system that is large and expensive, which are unsuitable for orchard environments. To overcome these problems, this paper presents a size measurement method combining a machine learning model and depth images captured from three low cost RGBD cameras to detect and measure the height and width of tomatoes.	ANDY KWEON et. al.	arxiv-cs.CV	2023-04-12
190	Simulation Analysis of Exploration Strategies and UAV Planning for Search and Rescue Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: The solution was developed with the open-source ROS framework and Gazebo simulator, with PX4 as the autopilot system for flight control, and YOLO as the object detector.	Phuoc Nguyen Thuan; Jorge Peña Queralta; Tomi Westerlund;	arxiv-cs.RO	2023-04-11
191	Computer Vision-Aided Intelligent Monitoring of Coffee: Towards Sustainable Coffee Production Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Following precision agriculture approach, we employed machine learning algorithm YOLO, for image processing of coffee plant. In this study, the latest version of the state-of-the-art algorithm YOLOv7 was trained with 324 annotated images followed by its evaluation with 82 unannotated images as test data.	FRANCISCO ERON et. al.	arxiv-cs.CV	2023-04-11
192	Look How They Have Grown: Non-destructive Leaf Detection and Size Estimation of Tomato Plants for 3D Growth Monitoring Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, an automated non-destructive imaged-based measuring system is presented, which uses 2D and 3D data obtained using a Zivid 3D camera, creating 3D virtual representations (digital twins) of the tomato plants.	YUNING XING et. al.	arxiv-cs.CV	2023-04-07
193	Convolutional Neural Network Maps Plant Communities in Semi-Natural Grasslands Using Multispectral Unmanned Aerial Vehicle Imagery Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Semi-natural grasslands (SNGs) are an essential part of European cultural landscapes. They are an important habitat for many animal and plant species and offer a variety of …	Maren Pöttker; K. Kiehl; T. Jarmer; D. Trautz;	Remote. Sens.	2023-04-06
194	Trap-Based Pest Counting: Multiscale and Deformable Attention CenterNet Integrating Internal LR and HR Joint Feature Learning Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This makes pest counting more challenging. To address these issues, this study proposes a new pest counting model referred to as multiscale and deformable attention CenterNet (Mada-CenterNet) for internal low-resolution (LR) and high-resolution (HR) joint feature learning.	Jae-Hyeon Lee; Chang-Hwan Son;	arxiv-cs.CV	2023-04-05
195	BOLLWM: A Real-world Dataset for Bollworm Pest Monitoring from Cotton Fields in India Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper presents a dataset of agricultural pest images captured over five years by thousands of small holder farmers and farming extension workers across India.	JEROME WHITE et. al.	arxiv-cs.CV	2023-04-03
196	Domain Generalization for Crop Segmentation with Standardized Ensemble Knowledge Distillation Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we investigate the problem of crop segmentation and propose a novel approach to enhance domain generalization using knowledge distillation.	Simone Angarano; Mauro Martini; Alessandro Navone; Marcello Chiaberge;	arxiv-cs.CV	2023-04-03
197	Smart Farming Using Artificial Intelligence: A Review IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Yaganteeswarudu Akkem; S. K. Biswas; Aruna Varanasi;	Eng. Appl. Artif. Intell.	2023-04-01
198	IoT-Enabled Precision Agriculture: Developing An Ecosystem for Optimized Crop Management IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The Internet of Things (IoT) has the potential to revolutionize agriculture by providing real-time data on crop and livestock conditions. This study aims to evaluate the …	SHADI ATALLA et. al.	Inf.	2023-03-27
199	A Rapid Review on The Use of Free and Open Source Technologies and Software Applied to Precision Agriculture Practices Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Technology plays a crucial role in the management of natural resources in agricultural production. Free and open-source software and sensor technology solutions have the potential …	Rogério P. dos Santos; Nuno Fachada; M. Beko; V. Leithardt;	J. Sens. Actuator Networks	2023-03-24
200	Internet of Things Based Sensor System for Vertical Farming and Controlled Environment Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The use of internet of things (IoT) technology in vertical farming has the potential to greatly benefit the industry by providing a more efficient and sustainable way to grow …	RAHMAT ULLAH et. al.	2023 6th Conference on Cloud and Internet of Things (CIoT)	2023-03-20
201	Panoptic One-Click Segmentation: Applied to Agricultural Data Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We propose panoptic one-click segmentation, an efficient and accurate offline tool to produce pseudo-labels from click inputs which reduces labelling effort.	Patrick Zimmer; Michael Halstead; Chris McCool;	arxiv-cs.CV	2023-03-15
202	Data-driven Evaluation of Machine Learning Models for Climate Control in Operational Smart Greenhouses Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Nowadays, human overpopulation is stressing our ecosystems in different ways, agriculture being a critical example as different predictions point towards food shortages in the …	Juan Morales-García; A. Bueno-Crespo; Raquel Martínez-España; José M. Cecilia;	J. Ambient Intell. Smart Environ.	2023-03-13
203	Deep Learning-Based Apple Detection with Attention Module and Improved Loss Function in YOLO IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Horticulture and agriculture are considered as the important pillars of any economy. Current technological advancements have led to the development of several new technologies …	Praveen Kumar Sekharamantry; F. Melgani; Jonni Malacarne;	Remote. Sens.	2023-03-09
204	Affordable Artificial Intelligence – Augmenting Farmer Knowledge with AI Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Farms produce hundreds of thousands of data points on the ground daily. Farming technique which combines farming practices with the insights uncovered in these data points using …	Peeyush Kumar; Andrew Nelson; Zerina Kapetanovic; Ranveer Chandra;	ArXiv	2023-03-04
205	SUN: A Simulated UAV Network Testbed with Hardware-in-the-Loop SDR Support Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Unmanned Aerial Vehicles (UAVs) are already part of everyday life as they are commonly used for disaster response, industrial applications, and smart farming. Resilient and …	Lars Baumgärtner; Maximilian Bauer; Bastian Bloessl;	2023 IEEE Wireless Communications and Networking Conference …	2023-03-01
206	Agricultural Robot-Centered Recognition of Early-Developmental Pest Stage Based on Deep Learning: A Case Study on Fall Armyworm (Spodoptera Frugiperda) Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Accurately detecting early developmental stages of insect pests (larvae) from off-the-shelf stereo camera sensor data using deep learning holds several benefits for farmers, from …	Hammed Obasekore; M. Fanni; S. Ahmed; Victor Parque; Bo-Yeong Kang;	Sensors (Basel, Switzerland)	2023-03-01
207	IoT-Driven Artificial Intelligence Technique for Fertilizer Recommendation Model IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Smart farming systems emphasize the need for modern technologies like the Internet of Things, Cloud, and Artificial Intelligence (AI) in the agricultural process. The digital …	B. Swaminathan; S. Palani; Subramaniyaswamy Vairavasundaram; K. Kotecha; Vinay Kumar;	IEEE Consumer Electronics Magazine	2023-03-01
208	Analysis of The Development Status and Prospect of China’s Agricultural Sensor Market Under Smart Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agricultural sensors are essential technologies for smart agriculture, which can transform non-electrical physical quantities such as environmental factors. The ecological …	NING SUN et. al.	Sensors (Basel, Switzerland)	2023-03-01
209	Novel Framework for Secure Data Aggregation in Precision Agriculture with Extensive Energy Efficiency Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Precision agriculture (PA) is the next generation of a technological revolution in smart farming, where sensing technology is the core technological player. Energy-efficient data …	G. Nagaraja; K. Vanishree; F. Azam;	J. Comput. Networks Commun.	2023-02-24
210	Impact of Pretrained Deep Neural Networks for Tomato Leaf Disease Prediction Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The economic prosperity of a country is highly dependent on agriculture. The use of technology in agriculture has greatly contributed to the economic prosperity of industrialized …	Mohamed Bouni; Badr Hssina; K. Douzi; Samira Douzi;	J. Electr. Comput. Eng.	2023-02-22
211	A Mobile-Based System for Detecting Ginger Leaf Disorders Using Deep Learning Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The agriculture sector plays a crucial role in supplying nutritious and high-quality food. Plant disorders significantly impact crop productivity, resulting in an annual loss of …	HAMNA WAHEED et. al.	Future Internet	2023-02-21
212	Detection of Tomato Leaf Disease Using Deep Convolutional Neural Networks IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture is the backbone of many economies throughout the world including Pakistan. Similarly, tomatoes are the most widely cultivated vegetables in the agricultural field. In …	Aima Khalid; Shahzad Akbar; Syed Ale Hassan; Saba Firdous; Sahar Gull;	2023 4th International Conference on Advancements in …	2023-02-20
213	Recent Advances in Agricultural Disease Image Recognition Technologies: A Review Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In the world of intelligent agriculture, agricultural disease picture detection plays a critical role. Plant disease identification must be efficient if agricultural production is …	Shweta Bondre; Dipti D. Patil;	Concurrency and Computation: Practice and Experience	2023-02-16
214	Mobile Phone Use for Farm-related Activities By Ethnic Minority Farmers During The Covid-19 Pandemic in Quang Tri Province, Central Vietnam Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This study explores the use of mobile phones for farm-related activities of ethnic minority farmers in Quang Tri province, Central Vietnam, in the context of the COVID-19 …	TRAN CAO UY et. al.	Inf. Serv. Use	2023-02-09
215	A SWAT-based Reinforcement Learning Framework for Crop Management Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we introduce a reinforcement learning (RL) environment that leverages the dynamics in the Soil and Water Assessment Tool (SWAT) and enables management practices to be assessed and evaluated on a watershed level.	MALVERN MADONDO et. al.	arxiv-cs.LG	2023-02-09
216	Research on Artificial Intelligence Based Fruit Disease Identification System (AI-FDIS) with The Internet of Things (IoT) Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Monitoring fruit quality, volume, and development on the plantation are critical to ensuring that the fruits are harvested at the optimal time. Fruits are more susceptible to the …	S. K. KABILESH et. al.	J. Intell. Fuzzy Syst.	2023-01-24
217	An Efficient Certificateless Forward-Secure Signature Scheme for Secure Deployments of The Internet of Things Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: As an extension of the wired network, the use of the wireless communication network has considerably boosted users’ productivity at work and in their daily lives. The most notable …	Tahir Ali Shah; Insaf Ullah; Muhammad Asghar Khan; P. Lorenz; Nisreen Innab;	J. Sens. Actuator Networks	2023-01-23
218	An Energy Efficient LoRa-based Multi-Sensor IoT Network for Smart Sensor Agriculture System IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: With the advancement and usage of Internet of Things (IoT), smart agriculture is evolving rapidly. Smart solutions based on IoT can not only help the farmers in maximizing the …	Shivakant Mishra; S. Nayak; Ramnarayan Yadav;	2023 IEEE Topical Conference on Wireless Sensors and Sensor …	2023-01-22
219	Use of Geostatistics for Multi-Scale Spatial Modeling of Xylella Fastidiosa Subsp. Pauca (Xfp) Infection with Unmanned Aerial Vehicle Image Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In recent years, the use of Unmanned Aerial Vehicles (UAVs) has been spreading widely, as in plant pest control. The collection of huge amounts of spatial data raises various …	A. Belmonte; G. Gadaleta; A. Castrignanò;	Remote. Sens.	2023-01-22
220	SugarChain: Blockchain Technology Meets Agriculture – The Case Study and Analysis of The Indian Sugarcane Farming Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: . Not only in our country and Asia, but the agriculture sector is also lagging all over the world while using new technologies and innovations. Farmers are not getting the …	Naresh Kshetri; Chandra Sekhar Bhusal; Dilip Kumar; D. Chapagain;	ArXiv	2023-01-20
221	SugarChain: Blockchain Technology Meets Agriculture — The Case Study and Analysis of The Indian Sugarcane Farming Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: The overall purpose of our research is to emphasize and motivate the agricultural products and benefit the farmers with the use of blockchain technology.	Naresh Kshetri; Chandra Sekhar Bhusal; Dilip Kumar; Devendra Chapagain;	arxiv-cs.CY	2023-01-19
222	Deep Object Detection of Crop Weeds: Performance of YOLOv7 on A Real Case Dataset from UAV Images IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Weeds are a crucial threat to agriculture, and in order to preserve crop productivity, spreading agrochemicals is a common practice with a potential negative impact on the …	I. GALLO et. al.	Remote. Sens.	2023-01-16
223	CL‐HPWSR: Cross‐layer‐based Energy Efficient Cluster Head Selection Using Hybrid Particle Swarm Wild Horse Optimizer and Stable Routing in IoT‐enabled Smart Farming Applications Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In the recent days, the Internet of Things (IoT) has assumed a significant role in automized farming applications. The farmers can receive frequent information corresponding to …	Amandeep Kumar; B. S. Dhaliwal; Damanpreet Singh;	Transactions on Emerging Telecommunications Technologies	2023-01-12
224	The Role of Digital Agriculture in Transforming Rural Areas Into Smart Villages Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: From the perspective of any nation, rural areas generally present a comparable set of problems, such as a lack of proper health care, education, living conditions, wages, and …	Mohammad Raziuddin Chowdhury; Md Sakib Ullah Sourav; R. Sulaiman;	ArXiv	2023-01-07
225	Evaluation of Agricultural Policies and Programmes for Sustainable Future Farming Intensification in Nigeria Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Nigeria is enthusiastic with strong ambition and immense potential, which has been manifested in various agricultural frameworks and policies. Most of the agricultural frameworks …	Y. J. Amuda;	Int. J. Serv. Sci. Manag. Eng. Technol.	2023-01-06
226	Deep Learning Model for Plant-leaf Disease Detection in Precision Agriculture Related Papers Related Patents Related Grants Related Venues Related Experts View	Chandrabhanu Bajpai Bajpai; Ramnarayan Sahu; K. Naik;	Int. J. Intell. Syst. Technol. Appl.	2023-01-01
227	IoT-Fog-enabled Robotics-based Robust Classification of Hazy and Normal Season Agricultural Images for Weed Detection Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The mechanization of farming is currently the most pressing problem facing humanity and a burgeoning academic field. Over the last decade, there has been an explosion of Internet …	I. Kansal; Vikas Khullar; Jyoti Verma; Renu Popli; Rajeev Kumar;	Paladyn, Journal of Behavioral Robotics	2023-01-01
228	Multi-Class Classification of Plant Leaf Diseases Using Feature Fusion of Deep Convolutional Neural Network and Local Binary Pattern IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Plant diseases are one of the primary causes of decreased agricultural production quality and quantity. With ongoing changes in plant structure and cultivation techniques, new …	Khalid M. Hosny; W. M. El-Hady; Farid M. Samy; E. Vrochidou; G. Papakostas;	IEEE Access	2023-01-01
229	On Dual-Mode Driving Control Method for A Novel Unmanned Tractor With High Safety and Reliability Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Due to the non-standardization and complexity of the farmland environment, it is always a huge challenge for tractors to achieve fully autonomy (work at Self-driving mode) all the …	Wei Lu; Jiacheng Li; Huanhuan Qin; Lei Shu; Aiguo Song;	IEEE/CAA Journal of Automatica Sinica	2023-01-01
230	Chaotic Jaya Optimization Algorithm With Computer Vision-Based Soil Type Classification for Smart Farming Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Smart farming helps to increase yield by smartly deciding the steps that should be practised in the season. A few components of precision farming are recommending the crops for …	HUSSAIN ALSHAHRANI et. al.	IEEE Access	2023-01-01
231	Evaluation of Unmanned Aerial Vehicles for Precision Agriculture Based on Integrated Fuzzy Decision-Making Approach Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The drone, also known as an unmanned aerial vehicle (UAV), offers significant advantages for precision agriculture by reducing the need for conventional farming practices that …	Ali Najm Jasim; L. Chaari; O. Albahri;	IEEE Access	2023-01-01
232	Blockchain-Enabled Authenticated Key Agreement Scheme for Mobile Vehicles-Assisted Precision Agricultural IoT Networks IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Precision farming has a positive potential in the agricultural industry regarding water conservation, increased productivity, better development of rural areas, and increased …	Anusha Vangala; A. Das; Ankush Mitra; Sajal K. Das; Youngho Park;	IEEE Transactions on Information Forensics and Security	2023-01-01
233	Embedded Plant Disease Recognition Using Deep PlantNet on FPGA-SoC Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: . Technological breakthroughs have ushered in a revolution in a variety of industries, including agriculture, during the last several decades. This has given rise to what is now …	T. Saidani; R. Ghodhbani; Ahmed Alhomoud; Mohamed Ben Ammar;	Comput. Informatics	2023-01-01
234	Digital Twin Application: Making A Virtual Pig House Toward Digital Livestock Farming Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Digital twins, an emerging technology, are widely used in various industries. It builds a virtual space by mirroring a physical space and performs different simulations to solve …	Deuk-young Jeong; Seng-Kyoun Jo; In-bok Lee; Hakjong Shin; Jun-gyu Kim;	IEEE Access	2023-01-01
235	Plant Detection and Counting: Enhancing Precision Agriculture in UAV and General Scenes IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Plant detection and counting play a crucial role in modern agriculture, providing vital references for precision management and resource allocation. This study follows the …	Dunlu Lu; Jianxiong Ye; Yangxu Wang; Zhenghong Yu;	IEEE Access	2023-01-01
236	Accelerating Crop Yield: Multisensor Data Fusion and Machine Learning for Agriculture Text Classification IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Sensors are now used by farmers and agronomists to help them improve their operations. They use sensor data transmitted via IoT to remotely monitor their crops. Farmers today …	A. REYANA et. al.	IEEE Access	2023-01-01
237	Dynamic Mode Decomposition and Deep Learning for Postharvest Decay Prediction in Apples Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The damages and diseases that may occur in apples during the storage and cannot be seen visually at early stages is a significant problem in precision agriculture leading to the …	N. Stasenko; Dmitry Shadrin; A. Katrutsa; A. Somov;	IEEE Transactions on Instrumentation and Measurement	2023-01-01
238	Citrus Diseases and Pests Detection Model Based on Self-Attention YOLOV8 IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Effective and timely detection of citrus diseases and pests is crucial for preserving crop health, optimizing agricultural yield, and mitigating economic losses. Although deep …	DEHUAN LUO et. al.	IEEE Access	2023-01-01
239	A Developed IoT Platform-Based Data Repository for Smart Farming Applications Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Generally, it is possible to increase agricultural output while decreasing the time required for human oversight by automating routine tasks. In this work, the Internet of things …	D. Aziz; R. Asgarnezhad; M. Mustafa; A. A. Saber; Sameer Alani;	J. Commun.	2023-01-01
240	Internet of Things Based Weekly Crop Pest Prediction By Using Deep Neural Network Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Internet of Things (IoT) assisted application in agriculture shows tremendous success to improve productivity in agriculture. Agriculture is grappling with issues such as depleted …	R. SALEEM et. al.	IEEE Access	2023-01-01
241	2D LiDAR-Based System for Canopy Sensing in Smart Spraying Applications Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The efficient application of phytochemical products in agriculture is a complex issue that demands optimised sprayers and variable rate technologies, which rely on advanced …	A. Baltazar; F. Santos; M. L. De Sousa; A. P. Moreira; J. B. Cunha;	IEEE Access	2023-01-01
242	Machine Learning and Deep Learning for Plant Disease Classification and Detection IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Precision agriculture is a rapidly developing field aimed at addressing current concerns about agricultural sustainability. Machine learning is the cutting edge technology …	Vasileios Balafas; Emmanouil Karantoumanis; M. Louta; N. Ploskas;	IEEE Access	2023-01-01
243	The CropAndWeed Dataset: A Multi-Modal Learning Approach for Efficient Crop and Weed Manipulation Summary Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Abstract: Precision Agriculture and especially the application of automated weed intervention represents an increasingly essential research area, as sustainability and efficiency …	Daniel Steininger; A. Trondl; G. Croonen; Julia Simon; Verena Widhalm;	2023 IEEE/CVF Winter Conference on Applications of Computer …	2023-01-01
244	Weed Density Detection Method Based on A High Weed Pressure Dataset and Improved PSP Net Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Large-scale spraying on farmland is one of the most widely used weeding methods. Accurate weed density detection is of great significance for improving pesticide utilization and …	Xia Li; Fangtao Duan; Mengchao Hu; Jia-li Hua; Xiwang Du;	IEEE Access	2023-01-01
245	AI-Driven Pheno-Parenting: A Deep Learning Based Plant Phenotyping Trait Analysis Model on A Novel Soilless Farming Dataset Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture 4.0 will be data-driven and utilise modern technology in order to monitor plant life cycles and traits, resulting in better yield. Pheno-parenting, a new concept, …	Anirban Jyoti Hati; R. Singh;	IEEE Access	2023-01-01
246	A Secure and Privacy-Preserving Lightweight Authentication and Key Exchange Algorithm for Smart Agriculture Monitoring System Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture plays a vital role in the economic life cycle of an agrarian country and considers the backbone of the economy. It supplies not just raw food materials, but also a …	Samiulla Itoo; Akber Ali Khan; Musheer Ahmad; M. J. Idrisi;	IEEE Access	2023-01-01
247	A Novel Cluster Analysis-Based Crop Dataset Recommendation Method in Precision Farming Related Papers Related Patents Related Grants Related Venues Related Experts View	K. N. KUMAR et. al.	Comput. Syst. Sci. Eng.	2023-01-01
248	Anti-Collision Algorithm for Identification in Precision Agriculture Applications Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Precision Agriculture (PA) techniques employing Internet of Things (IoT) can significantly improve crop yields and enhance productivity. Radio frequency identification (RFID) …	MAJID ALOTAIBI et. al.	IEEE Access	2023-01-01
249	Artificial Intelligence and Internet of Things for Sustainable Farming and Smart Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Technologies like AI and IoT have been employed in farming for some time now, along with other forms of cutting-edge computer science. There has been a shift in recent years …	Ahmad Alzubi; Kalda Galyna;	IEEE Access	2023-01-01
250	Fuzzy-Based Smart Farming and Consumed Energy Comparison Using The Internet of Things Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Hydroponics is a farming method that makes efficient use of both space and land. Growing plants hydroponically requires consideration of pH, nutrition, water regulation, and light …	.. Waluyo; A. Widura; F. Hadiatna; Delvin Anugerah;	IEEE Access	2023-01-01
251	Improved Generalization of A Plant-detection Model for Precision Weed Control Related Papers Related Patents Related Grants Related Venues Related Experts View	T. Ruigrok; E. Henten; G. Kootstra;	Comput. Electron. Agric.	2023-01-01
252	A Systematic Literature Review on Plant Disease Detection: Motivations, Classification Techniques, Datasets, Challenges, and Future Trends IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Plant pests and diseases are a significant threat to almost all major types of plants and global food security. Traditional inspection across different plant fields is …	Wasswa Shafik; Ali Tufail; Abdallah Namoun; L. C. De Silva; R. Apong;	IEEE Access	2023-01-01
253	AI4SmallFarms: A Dataset for Crop Field Delineation in Southeast Asian Smallholder Farms Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agricultural field polygons within smallholder farming systems are essential to facilitate the collection of geo-spatial data useful for farmers, managers, and policymakers. …	C. PERSELLO et. al.	IEEE Geoscience and Remote Sensing Letters	2023-01-01
254	Accurate Detection of IoT Sensor Behaviors in Legitimate, Faulty and Compromised Scenarios IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In smart farming sector, Internet of Things (IoT) based smart sensing systems are vulnerable to failure, malfunction, and malicious attacks. Also, sensors are deployed often in an …	KESHAV SOOD et. al.	IEEE Transactions on Dependable and Secure Computing	2023-01-01
255	Artificial Intelligence Technology in The Agricultural Sector: A Systematic Literature Review IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Due to the increasing global population and the growing demand for food worldwide as well as changes in weather conditions and the availability of water, artificial intelligence …	E. ELBASI et. al.	IEEE Access	2023-01-01
256	Method for Segmentation of Bean Crop and Weeds Based on Improved UperNet Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Bean crop and weed detection is a key component of precision agriculture, which can distinguish between bean crop and weeds. Accurate identification of weeds is essential for …	MINGYANG QI et. al.	IEEE Access	2023-01-01
257	Smart Farming Robot for Detecting Environmental Conditions in A Greenhouse Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agricultural production is on most countries’ national agenda because climate change affects crops, fruits, vegetables, and insect infestation. Therefore, achieving maximum …	P. Rosero-Montalvo; Carlos A. Gordillo-Gordillo; Wilmar Hernández;	IEEE Access	2023-01-01
258	EfficientNetB3-Adaptive Augmented Deep Learning (AADL) for Multi-Class Plant Disease Classification Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Plant diseases can significantly impact agricultural productivity if not promptly identified and treated. Traditional plant disease classification methods are often challenging …	FAIQA ADNAN et. al.	IEEE Access	2023-01-01
259	EfficientNetV2 Model for Plant Disease Classification and Pest Recognition Related Papers Related Patents Related Grants Related Venues Related Experts View	R. Devi; V. R. Vijayakumar; P. Sivakumar;	Comput. Syst. Sci. Eng.	2023-01-01
260	An Assessment of Shortest Prioritized Path-Based Bidirectional Wireless Charging Approach Toward Smart Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The agriculture sector has witnessed a transformation with the advent of smart sensing devices, leading to improved crop yield and quality. However, the management of data …	Prithvi Krishna Chittoor; Bharatiraja Chokkalingam; Rajesh Verma; L. Mihet-Popa;	IEEE Access	2023-01-01
261	Internet of Things and Wireless Sensor Networks for Smart Agriculture Applications: A Survey IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The increasing food scarcity necessitates sustainable agriculture achieved through automation to meet the growing demand. Integrating the Internet of Things (IoT) and Wireless …	Md. Najmul Mowla; Neazmul Mowla; A. F. M. S. Shah; Khaled Rabie; T. Shongwe;	IEEE Access	2023-01-01
262	Agri-4-All: A Framework for Blockchain Based Agricultural Food Supply Chains in The Era of Fourth Industrial Revolution IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Blockchain, smart contracts, and the Internet of Things (IoT) are essential technologies for the business process re-engineering of supply chains in the era of Industry 4.0. The …	Zeeshan Raza; I. Haq; Muhammad Muneeb;	IEEE Access	2023-01-01
263	Coverage Path Planning Optimization of Heterogeneous UAVs Group for Precision Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Precision farming is one of the ways of transition to the intensive methods of agricultural production. The case of application of unmanned aerial vehicles (UAVs) for solving …	R. MUKHAMEDIEV et. al.	IEEE Access	2023-01-01
264	Height-Variable Monocular Vision Ranging Technology for Smart Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Smart agriculture utilizes a variety of advanced technologies to promote sustainable agriculture and provide solutions for intelligent, automated and unmanned agriculture. …	TIAN GAO et. al.	IEEE Access	2023-01-01
265	Estimation of Vegetation Indices With Random Kernel Forests Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Vegetation indexes help perform precision farming because they provide useful information regarding moisture, nutrient content, and crop health. Primary sources of those indexes …	D. Devyatkin;	IEEE Access	2023-01-01
266	FCBTYOLO: A Lightweight and High-Performance Fine Grain Detection Strategy for Rice Pests Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Frequent pest infestations in rice can substantially decrease rice yield, severely hindering agricultural production. Computer vision can assist farmers in timely locating and …	YIYU YANG et. al.	IEEE Access	2023-01-01
267	An In-Depth Assessment of The Drivers Changing China’s Crop Production Using An LMDI Decomposition Approach Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Over the last decades, growing crop production across China has had far-reaching consequences for both the environment and human welfare. One of the emerging questions is “how to …	Yuqiao Long; Wenbin Wu; J. Wellens; G. Colinet; J. Meersmans;	Remote. Sens.	2022-12-19
268	Comparative Analysis of Smart Pesticide Recommendation System Sing ML/AI Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The agriculture sector is crucial in meeting societal requirements in a world where there is food insecurity and malnutrition. One of the biggest issues that crops confront is …	K. G. HARSHA et. al.	2022 5th International Conference on Contemporary Computing …	2022-12-14
269	Disease Identification in Papaya Plant and Their Dataset Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Papaya fruit which is known for its medicinal values is full of many nutrients which help human beings in fighting many ailments. The fruit yield is affected by many diseases …	Harjeet Kaur; D. Prashar; Vipul Kumar;	2022 5th International Conference on Contemporary Computing …	2022-12-14
270	A Novel Approach to IoT Based Plant Health Monitoring System in Smart Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The study and practice of recognizing and resolving physiological and biologic processes that prevent plants from reaching their full hereditary potential for applications such as …	M. MUDHOLKAR et. al.	2022 5th International Conference on Contemporary Computing …	2022-12-14
271	AI, IoT and Cloud Computing Based Smart Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The burgeoning population of the world is directly proportional to the quantity of food produced in agricultural fields. Considering the emerging challenges in climatic conditions …	SHAKTIJA SINGH BAGHEL et. al.	2022 5th International Conference on Contemporary Computing …	2022-12-14
272	Smart Agriculture: IoT-based Greenhouse Monitoring System Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The term smart agriculture refers to a management concept that is centered on industrial agriculture. It makes use of cutting-edge technologies such as big data, cloud, and the …	A. Simo; S. Dzitac; G. Badea; D. Meianu;	Int. J. Comput. Commun. Control	2022-12-14
273	Transformations in The Ways of Improving from Agriculture 1.0 to 4.0 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Farming is the need and will consistently be. We human get by on food that is either from plant or from creature. Individuals have developed grounds and breed creatures to acquire …	S. Aggarwal; Amit Verma;	2022 5th International Conference on Contemporary Computing …	2022-12-14
274	Power Use, Cooperative Behavior and Alliance Performance: Evidence from Contract Farming Supply Chains in China Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: PurposeThis study aims to explore the relationship among five types of power (expert, referent, legitimate, reward and coercive power), two dimensions of cooperative behavior …	Shaoling Fu; Guangyao He; Qianwen Wang; Baofeng Huo; Yalan Ding;	Ind. Manag. Data Syst.	2022-12-13
275	Agricultural Pest Detection Based on Improved Yolov5 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agricultural pest detection is an important research direction in image detection. Due to the high similarity between many pests and the extremely similar color of pests and …	Lijun Lou; Junya Liu; Zhen Yang; Xin Zhou; Zhijian Yin;	Proceedings of the 2022 6th International Conference on …	2022-12-09
276	Electro-Magnetic Geophysical Dynamics Under Conservation and Conventional Farming Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In the context of global warming, agriculture faces severe challenges such as water scarcity and soil erosion. Key to achieving soil sustainability is the choice of farming …	A. CARRERA et. al.	Remote. Sens.	2022-12-09
277	Time Series Numerical Association Rule Mining Variants in Smart Agriculture Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: However, little attention has been paid to the time series numerical association rule mining, which offers a new technique for extracting association rules from time series data. This paper presents a new algorithmic method for time series numerical association rule mining and its application in smart agriculture.	Iztok Fister Jr.; Dušan Fister; Iztok Fister; Vili Podgorelec; Sancho Salcedo-Sanz;	arxiv-cs.NE	2022-12-07
278	Adaptive Sampling and Actuation for POMDPs: Application to Precision Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Given a partially observable Markov decision process (POMDP) with finite state, input and measurement spaces, and costly measurements and control, we consider the problem of when …	D. Antunes; R. Beumer; R. V. D. Molengraft; W. Heemels;	2022 IEEE 61st Conference on Decision and Control (CDC)	2022-12-06
279	A Novel Resource-Constrained Insect Monitoring System Based on Machine Vision with Edge AI Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Effective insect pest monitoring is a vital component of Integrated Pest Management (IPM) strategies. It helps to support crop productivity while minimising the need for plant …	Amin Kargar; Mariusz P. Wilk; Dimitrios Zorbas; Michael T. Gaffney; Brendan Q’Flynn;	2022 IEEE 5th International Conference on Image Processing …	2022-12-05
280	Towards An Approach Integrating Mixed Reality and IoT for Smart Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In this paper we propose a mixed reality application for smart agriculture. More precisely, we develop an application that can monitor plant needs in terms of humidity and weather …	Youssef Alj; Adam Dadda; Hamza Fahmani; Y. Tace;	2022 International Conference on Microelectronics (ICM)	2022-12-04
281	Towards Smart Farming: Simulation Framework to Exploit Network Connectivity for End-to-End Data Transmission Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Traditional agriculture is highly dependent on human participation and experience. Therefore, it is not possible to guarantee crop yield and quality while expanding the production …	Dongyang Huo; Sri Devi Ravana; A. Malik; A. U. Rahman; I. Ahmedy;	2022 14th International Conference on Software, Knowledge, …	2022-12-02
282	Recent Trends in Internet-of-Things-Enabled Sensor Technologies for Smart Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Smart agriculture integrates key information communication technologies with sensing technologies to provide effective and cost-efficient agricultural services. Smart agriculture …	F. Shaikh; Sarang Karim; S. Zeadally; J. Nebhen;	IEEE Internet of Things Journal	2022-12-01
283	Hybrid Leader Based Optimization with Deep Learning Driven Weed Detection on Internet of Things Enabled Smart Agriculture Environment IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	FADWA M. ALROWAIS et. al.	Comput. Electr. Eng.	2022-12-01
284	Artificial Intelligence-enabled Coconut Tree Disease Detection and Classification Model for Smart Agriculture IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	MOHAMMED MARAY et. al.	Comput. Electr. Eng.	2022-12-01
285	Multimodal Data Collection System for UAV-based Precision Agriculture Applications Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Unmanned Aerial Vehicles (UAVs) consist of emerging technologies that have the potential to be used gradually in various sectors providing a wide range of applications. In …	EMMANUEL K. RAPTIS et. al.	2022 Sixth IEEE International Conference on Robotic …	2022-12-01
286	UAV-based Smart Agriculture: A Review of UAV Sensing and Applications Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: One of the main problems in agriculture is the lack of timely, accurate data. Farmers require real-time farm management that can reduce production costs while increasing …	Salaheddin Moradi; Ayub Bokani; J. Hassan;	2022 32nd International Telecommunication Networks and …	2022-11-30
287	Energy Efficient Firmware Over The Air Update for TinyML Models in LoRaWAN Agricultural Networks Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Current agricultural practices fail to feed everyone correctly while being harmful to the environment and highly sensitive to climate change. Therefore, new and modern agriculture …	Nicolas Chollet; Naila Bouchemal; Amar Ramdane-Cherif;	2022 32nd International Telecommunication Networks and …	2022-11-30
288	Assessing The Perspectives of Ground Penetrating Radar for Precision Farming Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The United Nations 2030 Agenda for Sustainable Development highlighted the importance of adopting sustainable agricultural practices to mitigate the threat posed by climate change …	F. Lombardi; B. Ortuani; A. Facchi; M. Lualdi;	Remote. Sens.	2022-11-30
289	Smart Farming for Detection and Identification of Tomato Plant Diseases Using Light Weight Deep Neural Network IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	N. Aishwarya; N. G. Praveena; S. Priyanka; J. Pramod;	Multimedia Tools and Applications	2022-11-30
290	Smart Plant Monitoring System Using Aquaponics Production Technological with Arduino Development Environment (IDE) and SMS Alert: A Prototype Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Aquaponics is one of the agricultural production technological advancements that should be publicized. Climate change, population expansion, water scarcity, soil degradation, and …	Zahari Bin Abu Bakar; Muhammad Nazreen Muhammad Nor; K. A. Kadiran; M. F. Misnan; Maisarah Noorezam;	Int. J. Interact. Mob. Technol.	2022-11-29
291	Representation Learning with A Variational Autoencoder for Predicting Nitrogen Requirement in Rice Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The scope of this research was to provide rice growers with optimal N-rate recommendations through precision agriculture applications. To achieve this goal, a prediction rice …	M. Iatrou; C. Karydas; Xanthi Tseni; S. Mourelatos;	Remote. Sens.	2022-11-25
292	Industrial Internet of Things (IoT) and 3D Reconstruction Empowered Smart Agriculture System Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Smart agriculture is a new agricultural production mode and is considered a potential solution for food supply issues under current limited land space conditions. The application …	ZHENYU MA et. al.	2022 IEEE International Conference on Internet of Things …	2022-11-24
293	Deep Learning Based IoT Module for Smart Farming in Different Environmental Conditions IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	R. Manikandan; G. Ranganathan; V. Bindhu;	Wireless Personal Communications	2022-11-22
294	Design of An Autonomous Agriculture Robot for Real Time Weed Detection Using CNN Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: So, in this paper, the system design of an autonomous agricultural robot which primarily focuses on weed detection is described.	Dhruv Patel; Meet Gandhi; Shankaranarayanan H.; Anand D. Darji;	arxiv-cs.RO	2022-11-22
295	Meta Learning-Based Dynamic Ensemble Model for Crop Selection Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agricultural sector is working for optimal crop yield toward securing a sustainable food supply for the world. Fast growth in precision agriculture helps farmers to increase their …	B. Swaminathan; S. Palani; Subramaniyaswamy Vairavasundaram;	Applied Artificial Intelligence	2022-11-18
296	Roadmap to Precision Agriculture Under Circular Economy Constraints Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Today’s smart and sustainable agricultural enterprises are founded on the intercorrelation between Industry 4.0 (I4) technologies and circular economy (CE) fundaments. At the …	Mohammed Yaqot; B. Menezes; T. Al-Ansari;	J. Inf. Knowl. Manag.	2022-11-14
297	Data Acquisition and Monitoring Dashboard for IoT Enabled Aquaponics Facility Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Aquaponics is an emerging field of agriculture that has great potential to ensure food security and sustainability. It presents a closed-loop ecosystem that synergizes fish …	R. Abbasi; P. Martinez; Rafiq Ahmad;	2022 10th International Conference on Control, Mechatronics …	2022-11-09
298	Smart Farming Prediction Models for Precision Agriculture: A Comprehensive Survey IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Dekera Kenneth Kwaghtyo; C. I. Eke;	Artificial Intelligence Review	2022-11-09
299	Cloud-Fog-Edge Computing in Smart Agriculture in The Era of Drones: A Systematic Survey Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In the current era of agricultural robotization, it is necessary to use a suitable automated data collection system for a constant plant, animal and machine monitoring. In this …	Sourour Dhifaoui; Chiraz Houaidia; L. Saïdane;	2022 IEEE 11th IFIP International Conference on Performance …	2022-11-08
300	Smart Agricultural Monitoring System: A Practical Design Approach Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: With the advancements in the fields of Artificial Intelligence (AI) and Internet of Things (IoT) technologies, Smart Agriculture Systems (SAS) have seen considerable research into …	Ebenezer Akansah; Elisha Elikem Kofi Senoo; Israel Mendonça; M. Aritsugi;	Proceedings of the 12th International Conference on the …	2022-11-07
301	Evaluating Digital Tools for Sustainable Agriculture Using Causal Inference Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: To this end, we propose an observational causal inference framework for the empirical evaluation of the impact of digital tools on target farm performance indicators.	ILIAS TSOUMAS et. al.	arxiv-cs.LG	2022-11-06
302	The Many Facets of Information in Networked Estimation and Control Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Networked control systems, where feedback loops are closed over communication networks, arise in several domains, including smart energy grids, autonomous driving, unmanned aerial …	M. Franceschetti; M. J. Khojasteh; M. Win;	Annu. Rev. Control. Robotics Auton. Syst.	2022-11-02
303	Verifying Controllers With Vision-Based Perception Using Safe Approximate Abstractions IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Fully formal verification of perception models is likely to remain challenging in the foreseeable future, and yet these models are being integrated into safety-critical control …	CHIAO HSIEH et. al.	IEEE Transactions on Computer-Aided Design of Integrated …	2022-11-01
304	Pest Control Switching Models with Instantaneous and Non-instantaneous Impulsive Effects Related Papers Related Patents Related Grants Related Venues Related Experts View	Jingna Liu; Q. Qi; Bing Liu; Shujing Gao;	Math. Comput. Simul.	2022-11-01
305	An Efficient and Provably Secure Certificateless Protocol for Industrial Internet of Things IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The Internet of Things (IoT) has a wide range of applications that influence the life of people expeditiously. In recent years, IoT becomes an emerging technology in a number of …	FARVA RAFIQUE et. al.	IEEE Transactions on Industrial Informatics	2022-11-01
306	CEIFA: A Multi-level Anomaly Detector for Smart Farming Related Papers Related Patents Related Grants Related Venues Related Experts View	Angelita Rettore de Araujo Zanella; E. D. Silva; L. Albini;	Comput. Electron. Agric.	2022-11-01
307	Image-to-Image Translation-Based Data Augmentation for Improving Crop/Weed Classification Models for Precision Agriculture Applications IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Applications of deep-learning models in machine visions for crop/weed identification have remarkably upgraded the authenticity of precise weed management. However, compelling data …	L. G. DIVYANTH et. al.	Algorithms	2022-10-30
308	Low-Cost Thermal Infrared Aided Drone for Dry Patch Detection in An Intelligent Irrigation System Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Accurate and precise irrigation is one of the essential factors for intelligent farming to avoid poor irrigation cover. We have created an intelligent irrigation system that …	H. M. JALAJAMONY et. al.	2022 IEEE Sensors	2022-10-30
309	Mixed Reality Interface for Digital Twin of Plant Factory Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: An easier and intuitive interface architecture is necessary for digital twin of plant factory. I suggest an immersive and interactive mixed reality interface for digital twin …	Byunghyun Ban;	ArXiv	2022-10-29
310	The Effectiveness of IoT and Machine Learning in Precision Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Applying the IoT paradigm in agriculture generates an unprecedented amount of data about fields and crops worldwide. With data, machine learning is natural to forecast or estimate …	Brenno Tondato de Faria; G. Tercete; Rodrigo Filev Maia;	2022 Symposium on Internet of Things (SIoT)	2022-10-24
311	Potato Leaf Disease Classification Using Image Processing and Artificial Neural Network Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agricultural production is one of the main sources of income in most countries. Enormous losses will be incurred if agricultural product is disturbed by plant disease. The key to …	AIMAN HAMIZAN TUAN RUSLI et. al.	2022 IEEE 12th International Conference on Control System, …	2022-10-21
312	Agriculture Supply Chain Management Based on Blockchain Architecture and Smart Contracts Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Since the commercialization of agriculture technology, there has been a surge in interest in agricultural data. However, these data are notoriously chaotic, and analysts are …	Adil El Mane; Younes Chihab; Khalid Tatane; Redouan Korchiyne;	Appl. Comput. Intell. Soft Comput.	2022-10-21
313	Transferring Learned Patterns from Ground-based Field Imagery to Predict UAV-based Imagery for Crop and Weed Semantic Segmentation in Precision Crop Farming Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In our paper, we have developed a deep convolutional network that enables to predict both field and aerial images from UAVs for weed segmentation and mapping with only field images provided in the training phase.	JUNFENG GAO et. al.	arxiv-cs.CV	2022-10-20
314	Soil Moisture Sensing with MmWave Radar Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Soil moisture is a significant factor that influences plant productivity and natural resource management. Accurate commercial soil moisture sensors often require manual data …	WENYAO CHEN et. al.	Proceedings of the 6th ACM Workshop on Millimeter-Wave and …	2022-10-17
315	Deep Neural Network Based Interactive Fuzzy Bayesian Search Algorithm for Low‐cost Smart Farming Automation Model Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: One of the most significant factors that influence the globalized economy is agriculture. In order to address the requirement of increasing populations in terms of food …	Aparna Sivaraj; Valarmathie Palanisamy;	Concurrency and Computation: Practice and Experience	2022-10-17
316	Deep Data Augmentation for Weed Recognition Enhancement: A Diffusion Probabilistic Model and Transfer Learning Based Approach IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we present the first work of applying diffusion probabilistic models (also known as diffusion models) to generate high-quality synthetic weed images based on transfer learning.	Dong Chen; Xinda Qi; Yu Zheng; Yuzhen Lu; Zhaojian Li;	arxiv-cs.CV	2022-10-17
317	Spatio-Temporal Data Reduction Technique in WVSN for Smart Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Nowadays, to improve animal well-being in livestock farming applications, a wireless video sensor network (WVSN) can be deployed for surveillance and livestock monitoring to early …	Jana Koteich; Christian Salim; N. Mitton;	2022 18th International Conference on Wireless and Mobile …	2022-10-10
318	UAV Swarms in Smart Agriculture: Experiences and Opportunities IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Smart agriculture benefits from unmanned aerial vehicles (UAV), and in-field sensors to collect data used to make responsible crop management decisions which sustainably increase …	CHENGYI QU et. al.	2022 IEEE 18th International Conference on e-Science …	2022-10-01
319	A User-friendly AIoT-Based Crop Recommendation System (UACR): Concept and Architecture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Smart Agriculture plays an important role in providing foods and manufacturing products. It covers various food-related applications, from weed and pest identification to crop …	Dalhatu Muhammed; E. Ahvar; S. Ahvar; M. Trocan;	2022 16th International Conference on Signal-Image …	2022-10-01
320	Algorithm and System Development for Robotic Micro-Volume Herbicide Spray Towards Precision Weed Management Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Weed competition is one of the most limiting factors affecting crop yield and profitability. Robotic weeding systems have demonstrated their potential to save herbicide usage and …	CHENGSONG HU et. al.	IEEE Robotics and Automation Letters	2022-10-01
321	Data Quality Assessment and Analysis for Pest Identification in Smart Agriculture IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	JIACHEN YANG et. al.	Comput. Electr. Eng.	2022-10-01
322	Detecting Pest-Infested Forest Damage Through Multispectral Satellite Imagery and Improved UNet++ IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Plant pests are the primary biological threats to agricultural and forestry production as well as forest ecosystem. Monitoring forest-pest damage via satellite images is crucial …	JINGZONG ZHANG et. al.	Sensors (Basel, Switzerland)	2022-09-30
323	Autonomous Unmanned Ground Vehicle in Precision Agriculture – The VELOS Project Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: One of the dimensions of precision agriculture is the use of intelligent ground or air vehicles for periodic autonomous examination of plants or soil. Although there are published …	Antonios Chatzisavvas; M. Dasygenis; M. Louta;	2022 7th South-East Europe Design Automation, Computer …	2022-09-23
324	IoT-Enabled Pest Identification and Classification with New Meta-Heuristic-Based Deep Learning Framework IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The pest and insect affected crop is an important concern to cause damage to the agricultural sector. While identifying the pest in the crop, the camera placement is not supported …	Atul B. Kathole; K. Vhatkar; Sonali Patil;	Cybernetics and Systems	2022-09-19
325	A Game-Theoretic Approach for Cost-Effective Multicast Routing in The Internet of Things IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Internet of Things (IoT) devices have enabled communications in resource-limited computing environments. Sensor nodes from the multiple IoT devices collectively work for many …	Sumit Kumar; A. Goswami; Ruchir Gupta; Satya P. Singh; A. Lay-Ekuakille;	IEEE Internet of Things Journal	2022-09-15
326	EZM-AI: A Yolov5 Machine Vision Inference Approach of The Philippine Corn Leaf Diseases Detection System Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The Philippines is an agricultural country, and one of the issues in today’s farming environment is the prevalence and exacerbation of diseases caused by fungus, which impact the …	YOLANDA C. AUSTRIA et. al.	2022 IEEE International Conference on Artificial …	2022-09-13
327	An AIoT Framework for Precision Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The rapid development of AI and IoT recently resulted in the Artificial Intelligence of Things (AIoT), whose applications in many areas are already boosting enormous business …	Mouad Rahmouni; Majdoulayne Hanifi; Claudio Savaglio; G. Fortino; Mounir Ghogho;	2022 IEEE Intl Conf on Dependable, Autonomic and Secure …	2022-09-12
328	Vertical Farming Perspectives in Support of Precision Agriculture Using Artificial Intelligence: A Review IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Vertical farming is a new agricultural system which aims to utilize the limited access to land, especially in big cities. Vertical agriculture is the answer to meet the challenges …	R. Siregar; K. Seminar; S. Wahjuni; E. Santosa;	Comput.	2022-09-08
329	Crop Monitoring Using Sentinel-2 and UAV Multispectral Imagery: A Comparison Case Study in Northeastern Germany IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Monitoring within-field crop variability at fine spatial and temporal resolution can assist farmers in making reliable decisions during their agricultural management; however, it …	Minhui Li; R. Shamshiri; Cornelia Weltzien; M. Schirrmann;	Remote. Sens.	2022-09-05
330	Evaluating Brazilian Agriculturalists’ IoT Smart Agriculture Adoption Barriers: Understanding Stakeholder Salience Prior to Launching An Innovation IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The study sought to: (1) evaluate agriculturalists’ characteristics as adopters of IoT smart agriculture technologies, (2) evaluate traits fostering innovation adoption, (3) …	Robert Strong; J. Wynn; J. Lindner; K. Palmer;	Sensors (Basel, Switzerland)	2022-09-01
331	Reliability Provisioning for Fog Nodes in Smart Farming IoT-Fog-Cloud Continuum Related Papers Related Patents Related Grants Related Venues Related Experts View	Ana Isabel Montoya-Munoz; Rodrigo A. C. da Silva; O. Rendón; N. Fonseca;	Comput. Electron. Agric.	2022-09-01
332	Deep Ensemble Mobile Application for Recommendation of Fertilizer Based on Nutrient Deficiency in Rice Plants Using Transfer Learning Models Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: India is an agricultural country, and farming is the most common occupation among Indians. Rice is a vital crop in the agricultural industry. Productivity has been declining for …	M. Sobhana; Raga Sindhuja Vallabhaneni; Tejaswi Vasireddy; Durgesh Polavarpu;	Int. J. Interact. Mob. Technol.	2022-08-31
333	Climate‐smart Agriculture Using Intelligent Techniques, Blockchain and Internet of Things: Concepts, Challenges, and Opportunities IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The Internet of Things (IoT) is an important technology that provides efficient and dependable solutions in a variety of domains, such as smart agriculture and climatic change. It …	RANIA A. AHMED et. al.	Transactions on Emerging Telecommunications Technologies	2022-08-26
334	Blockchain-Based Cloud-Enabled Security Monitoring Using Internet of Things in Smart Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The Internet of Things (IoT) has rapidly progressed in recent years and immensely influenced many industries in how they operate. Consequently, IoT technology has improved …	Rajasekhar Chaganti; V. Varadarajan; Venkata Subbarao Gorantla; T. Gadekallu; Vinayakumar Ravi;	Future Internet	2022-08-24
335	Controlled Multi-modal Image Generation for Plant Growth Modeling Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Predicting plant development is an important task in precision farming and an essential metric for decision-making by researchers and farmers. In this work, we propose a novel …	Miro Miranda; L. Drees; R. Roscher;	2022 26th International Conference on Pattern Recognition …	2022-08-21
336	Autonomous Vision-Based Navigation and Control for Intra-Row Weeding Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: For agriculture to become more sustainable, new practices and new cropping systems are needed to limit inputs such as fertilisers and phytosanitary products. This paper exposes an …	Jorge E. Avilés-Mejia; Daniel Soto; J. Stéphant; O. Labbani-Igbida;	2022 IEEE 18th International Conference on Automation …	2022-08-20
337	An Efficient Plant Disease Recognition System Using Hybrid Convolutional Neural Networks (CNNs) and Conditional Random Fields (CRFs) for Smart IoT Applications in Agriculture IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Nermeen Gamal Rezk; A. Attia; Mohamed A. El-Rashidy; A. El-Sayed; E. E. Hemdan;	International Journal of Computational Intelligence Systems	2022-08-16
338	An IoT Low-Cost Smart Farming for Enhancing Irrigation Efficiency of Smallholders Farmers IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Amine Dahane; R. Benameur; Bouabdellah Kechar;	Wirel. Pers. Commun.	2022-08-11
339	Further Advances in Models and Methods for Digital Twins of Plants Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Nowadays precision farming techniques uses modern machinery and numerous information technologies such as geolocation and autonomation, IoT, remote sensing. Some of them are …	P. SKOBELEV et. al.	2022 International Conference on INnovations in Intelligent …	2022-08-08
340	Old MacDonald Had A Smart Farm: Building A Testbed to Study Cybersecurity in Smart Dairy Farming Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: With the advent of modern smart farming and agritech technology, farms are increasingly becoming an example of a cyber-physical system (CPS). For example, a modern dairy farm will …	Sharad Agarwal; A. Rashid; Joseph Gardiner;	Proceedings of the 15th Workshop on Cyber Security …	2022-08-08
341	Autonomous Agriculture Robot for Smart Farming Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This project aims to develop and demonstrate a ground robot with intelligence capable of conducting semi-autonomous farm operations for different low-heights vegetable crops referred as Agriculture Application Robot(AAR).	Vinay Ummadi; Aravind Gundlapalle; Althaf Shaik; Shaik Mohammad Rafi B;	arxiv-cs.RO	2022-08-02
342	Iterative Probabilistic Performance Prediction for Multiple IoT Applications in Contention Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Internet of Things (IoT) has become omnipresent in many applications, such as healthcare, vehicles, and precision farming. They sense data from dozens of sensors scheduled …	A. Kocian; S. Chessa;	IEEE Internet of Things Journal	2022-08-01
343	Overview of Closed-Loop Control Systems and Artificial Intelligence Utilization in Greenhouse Farming Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The increased demand for agricultural land and the more frequent occurrence of extreme weather conditions lead to increased greenhouses usage in agriculture. Greenhouses offer an …	Dominik Walczuch; Tim Nitzsche; Tim Seidel; Julius Schöning;	2022 IEEE International Conference on Omni-layer …	2022-08-01
344	Towards Lightweight Deep Neural Network for Smart Agriculture on Embedded Systems Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture is the pillar industry for human survival. However, various diseases threaten the health of crops and lead to a decrease in yield. Industry 4.0 is making strides in …	Pengwei Du; T. Polonelli; M. Magno; Zhiyuan Cheng;	2022 IEEE Sensors Applications Symposium (SAS)	2022-08-01
345	An Optimal Multi-UAV Deployment Model for UAV-assisted Smart Farming Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper proposes a multi UAV-BS deployment model for smart farming, formulated as a Multi-Criteria Decision Making (MCDM) method to find the optimal number of UAV-BSs to monitor animals’ behavior.	Shavbo Salehi; Jahan Hassan; Ayub Bokani;	arxiv-cs.NI	2022-07-28
346	An Overview of Precision Weed Mapping and Management Based on Remote Sensing Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Precision Agriculture face the challenge of feeding an increasing population, maximizing yield while optimizing inputs […] …	D. Andújar; Jorge Martínez-Guanter;	Remote. Sens.	2022-07-28
347	Mushroom-YOLO: A Deep Learning Algorithm for Mushroom Growth Recognition Based on Improved YOLOv5 in Agriculture 4.0 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In agriculture 4.0, internet of things is pushing the boundary of smart agricultural applications to assist farmers from production to sale of crops. Mushroom is one of the most …	YIFAN WANG et. al.	2022 IEEE 20th International Conference on Industrial …	2022-07-25
348	Evaluation of Simulated AVIRIS-NG Imagery Using A Spectral Reconstruction Method for The Retrieval of Leaf Chlorophyll Content Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The leaf chlorophyll content (LCC) is a vital parameter that indicates plant production, stress, and nutrient availability. It is critically needed for precision farming. There …	BHAGYASHREE VERMA et. al.	Remote. Sens.	2022-07-25
349	Deep Learning Based Overcomplete Representations for Paddy Rice Crop and Weed Segmentation Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Weed detection and removal is an essential task for a better crop yield as they compete for resources along with crops. Manual weed control methods are time-consuming and …	G. U. Sai; Tejasri Nampally; Ajay Kumar; P. Rajalakshmi;	IGARSS 2022 – 2022 IEEE International Geoscience and Remote …	2022-07-17
350	Development of An Approach for Early Weed Detection with UAV Imagery Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Curating a precise decision-based classifier algorithm to automate target detection based on feature extraction(s) in UAV imagery can assist in various scientific and practical …	Vyomika Singh; Dharmendra Singh;	IGARSS 2022 – 2022 IEEE International Geoscience and Remote …	2022-07-17
351	Explainable Vision Transformer Enabled Convolutional Neural Network for Plant Disease Identification: PlantXViT IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this study, a Vision Transformer enabled Convolutional Neural Network model called PlantXViT is proposed for plant disease identification.	Poornima Singh Thakur; Pritee Khanna; Tanuja Sheorey; Aparajita Ojha;	arxiv-cs.CV	2022-07-16
352	Responsible Robotics Design–A Systems Approach to Developing Design Guides for Robotics in Pasture-grazed Dairy Farming Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Application of robotics and automation in pasture-grazed agriculture is in an emergent phase. Technology developers face significant challenges due to aspects such as the complex …	C. Eastwood; B. D. Rue; J. Edwards; J. Jago;	Frontiers in Robotics and AI	2022-07-15
353	Development and Testing of A Smart Bin Toward Automated Rearing of Black Soldier Fly Larvae Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper introduces a proof-of-concept automated method of rearing BSF larvae to ensure optimal growing conditions while at the same time reducing manual labor.	Kevin Urrutia Avila; Merrick Campbell; Kerry Mauck; Marco Gebiola; Konstantinos Karydis;	arxiv-cs.RO	2022-07-09
354	The Power of Transfer Learning in Agricultural Applications: AgriNet Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose AgriNet dataset, a collection of 160k agricultural images from more than 19 geographical locations, several images captioning devices, and more than 423 classes of plant species and diseases.	Zahraa Al Sahili; Mariette Awad;	arxiv-cs.CV	2022-07-08
355	Deep Learning Approach for Classifying Trusses and Runners of Strawberries Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper proposes the use of Deep Learning for the classification of trusses and runners of strawberry plants using semantic segmentation and dataset augmentation.	Jakub Pomykala; Francisco de Lemos; Isibor Kennedy Ihianle; David Ada Adama; Pedro Machado;	arxiv-cs.CV	2022-07-06
356	Design of Obstacle Detection Method for Autonomous Driving in Agricultural Environments Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: With the rapid development of the internet of things and information and communication technology, several studies into autonomous agricultural vehicles, such as self-driving …	Sung-Woo Byun; D. Noh; Hea-Min Lee;	2022 Thirteenth International Conference on Ubiquitous and …	2022-07-05
357	TinyML Smart Sensor for Energy Saving in Internet of Things Precision Agriculture Platform IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Smart agriculture researchers bring numerous tools and prospects to the farm ecosystem to improve its productivity and, mainly, its sustainability. Artificial Intelligence (AI) is …	Nicolas Chollet; Naila Bouchemal; A. Ramdane-Cherif;	2022 Thirteenth International Conference on Ubiquitous and …	2022-07-05
358	Wearable Inertial Sensor-Based Limb Lameness Detection and Pose Estimation for Horses Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Accurate objective, automated limb lameness detection and pose estimation play an important role for animal well-being and precision livestock farming. We present a wearable …	TARIK YIGIT et. al.	IEEE Transactions on Automation Science and Engineering	2022-07-01
359	Simulating Polyculture Farming to Learn Automation Policies for Plant Diversity and Precision Irrigation Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Polyculture farming, where multiple crop species are grown simultaneously, has potential to reduce pesticide and water usage while improving the utilization of soil nutrients. …	YAHAV AVIGAL et. al.	IEEE Transactions on Automation Science and Engineering	2022-07-01
360	Modeling Realistic 3D Agricultural Vegetations Using A Photometric-based Approach and Its Application to Weed Detection Related Papers Related Patents Related Grants Related Venues Related Experts View	Chengsong Hu; J. Thomasson; C. Reberg-Horton; S. Mirsky; M. Bagavathiannan;	Comput. Electron. Agric.	2022-07-01
361	Wireless Actuator Node for Greenhouse Microclimate Control Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture has one of the most important roles in society because it provides the food source for the population. Many agricultural activities can be highly enhanced by using …	D. Sacaleanu; S. Rosu; M. Matache; Irina Petra Manciu; L. Perisoara;	2022 14th International Conference on Electronics, …	2022-06-30
362	Note: Plant Leaf Disease Network (PLeaD-Net): Identifying Plant Leaf Diseases Through Leveraging Limited-Resource Deep Convolutional Neural Network IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture is the fundamental source of revenue and Gross Domestic Product (GDP) in many countries where economically developing countries; especially the Global South are no …	J. Mondal; M. Islam; Sarah Zabeen; A. Islam; Jannatun Noor;	ACM SIGCAS/SIGCHI Conference on Computing and Sustainable …	2022-06-29
363	Automated Detection of Maize Leaf Diseases in Agricultural Cyber-Physical Systems Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agricultural cyber-physical systems (ACPS) are an ever-increasing sector that affects the quality and quantity of agricultural products as the population increases rapidly. Maize, …	Anil Verma; B. Bhowmik;	2022 30th Mediterranean Conference on Control and …	2022-06-28
364	Finite-Time Distributed Protocol for Tracking The Upper (Lower) Bound For A Set of Time-Varying Reference Signals Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In this paper we address the problem of distributively tracking the upper or lower bound of n time-varying signals in finite-time. In detail, each agent has access to a …	M. Lippi; Antonio Furchì; A. Marino; A. Gasparri;	2022 30th Mediterranean Conference on Control and …	2022-06-28
365	Learning Space-Time Crop Yield Patterns with Zigzag Persistence-Based LSTM: Toward More Reliable Digital Agriculture Insurance Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: More than US$ 27 billion is estimated to have been paid-out in farm support in USA alone since 1991 in response to climate change impacts on agriculture, with costs likely …	Tian Jiang; Mengqiu Huang; I. Segovia-Dominguez; N. Newlands; Y. Gel;	AAAI Conference on Artificial Intelligence	2022-06-28
366	An Adaptive Image Segmentation Method with Automatic Selection of Optimal Scale for Extracting Cropland Parcels in Smallholder Farming Systems IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Reliable cropland parcel data are vital for agricultural monitoring, yield estimation, and agricultural intensification assessments. However, the inherently high landscape …	ZHIWEN CAI et. al.	Remote. Sens.	2022-06-26
367	Dependable Workflow Management System for Smart Farms Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Smart Farming is a new and emerging domain representing the application of modern technologies into agriculture, leading to a revolution of this classic domain. CLUeFARM is a web …	CATALIN NEGRU et. al.	Connection Science	2022-06-22
368	Convolution Neural Networks Backbone Model for Citrus Leaf Disease Detection Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In agriculture, Leaf disease inferred that the plant lacks elements, gets infected, or even the environment is not suitable and needs special treatment. Specific knowledge and …	Saran Khotsathian; Taninnuch Lamjiak; S. Donnua; Jumpol Polvichai;	2022 19th International Joint Conference on Computer …	2022-06-22
369	LDD: A Dataset for Grape Diseases Object Detection and Instance Segmentation Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The Instance Segmentation task, an extension of the well-known Object Detection task, is of great help in many areas, such as precision agriculture: being able to automatically …	Leonardo Rossi; Marco Valenti; Sara Elisabetta Legler; Andrea Prati;	arxiv-cs.CV	2022-06-21
370	Plantosphere: Next Generation Adaptive and Smart Agriculture System Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Around 75% of the population in India is engaged in agriculture and farming. The sustainability of every economy is based on agriculture. It has a major influence on financial …	A. VERMA et. al.	J. Sensors	2022-06-13
371	Experimental Evaluation of Visual-Inertial Odometry Systems for Arable Farming Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: However, they were not properly assessed in agricultural fields. In this work we assess the most relevant state-of-the-art VIO systems in terms of accuracy and processing time on arable lands in order to better understand how they behave on these environments.	Javier Cremona; Román Comelli; Taihú Pire;	arxiv-cs.RO	2022-06-10
372	Experimental Evaluation of Visual‐Inertial Odometry Systems for Arable Farming IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The farming industry constantly seeks the automation of different processes involved in agricultural production, such as sowing, harvesting and weed control. The use of mobile …	Javier Cremona; Rom’an Comelli; Taihú Pire;	Journal of Field Robotics	2022-06-10
373	A Cloud Computing Web-based Application for Smart Farming Based on Microservices Architecture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The agriculture sector is envisioning a revolution of traditional farming supported by Information and Communications Technologies (ICT) and Cloud Computing is one of them. This …	VASILEIOS MOYSIADIS et. al.	2022 11th International Conference on Modern Circuits and …	2022-06-08
374	Internet of Things (IoT) Based Smart Agriculture Aiming to Achieve Sustainable Goals Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Despite the fact, a handful of scholars have endorsed the Internet of Things (IoT) as an effective transformative tool for shifting traditional farming to smart farming, …	Dewan Md. Nur Anjum Ashir; Md. Taimur Ahad Manosh Talukder; Tahsinur Rahman;	ArXiv	2022-06-07
375	Deployment of A LoRa-based Network and Web Monitoring Application for A Smart Farm Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The integration of Industry 4.0 technologies in agriculture will reduce the increasing challenges of agricultural process around the globe. The real-time farm management with high …	Mohamed Saban; O. Aghzout; A. R. Muñoz;	2022 IEEE International Workshop on Metrology for Industry …	2022-06-07
376	Fiber Optic Plant Wearable Sensors for Growth and Microclimate Monitoring Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Changes in climate and the growth of population are posing a challenge in plant agricultural industries. Recent technological advances offer new tools for meeting the rising …	D. PRESTI et. al.	2022 IEEE International Workshop on Metrology for Industry …	2022-06-07
377	Detection of Aquatic Alligator Weed (Alternanthera Philoxeroides) from Aerial Imagery Using Random Forest Classification Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Alligator weed (Alternanthera philoxeroides (Mart.) Griseb) forms dense infestations in aquatic environments and is the focus of intensive management programs in many …	K. Sheffield; D. Clements; Darryl J. Clune; A. Constantine; T. Dugdale;	Remote. Sens.	2022-06-02
378	Approximating CNN Computation for Plant Disease Detection Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Enabling smart technologies in agriculture has led to the improvement of crop productivity. In India, agriculture is a primary occupation, and 70% of the population is dependent …	Anakhi Hazarika; Pranav Sistla; Vineet Venkatesh; Nikumani Choudhury;	2022 IEEE 46th Annual Computers, Software, and Applications …	2022-06-01
379	Smart Farming Technology Review: Keynote Address Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Smart Farming is a concept of farming management using modern technology to increase the quantity and quality of agricultural products, which is a new trend in Agriculture …	Hyun Yeo;	2022 IEEE/ACIS 20th International Conference on Software …	2022-05-25
380	Device for Measuring The Plant Physiology and Electrophysiology Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: —This paper brieﬂy describes the device – the phy- tosensor – for measuring physiological and electrophysiological parameters of plants. This system is developed as a bio- …	S. Kernbach;	ArXiv	2022-05-24
381	Automatic Crop Disease Recognition By Improved Abnormality Segmentation Along with Heuristic-based Concatenated Deep Learning Model IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Plant diseases detection based on machine learning and computer vision can produce a significant effect on the quality and production of crops. Any changes that occur in crop …	N. A. Farooqui; A. Mishra; Ritika Mehra;	Intell. Decis. Technol.	2022-05-20
382	Deep Neural Network for Multi‐class Classification of Medicinal Plant Leaves IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Plant diseases are a critical issue in the farming industry, and early identification is essential for plant monitoring. The leaves of plants represent the majority of disease …	Vaibhav Tiwari; R. Joshi; M. Dutta;	Expert Systems	2022-05-16
383	Potential of Ultra-High-Resolution UAV Images with Centimeter GNSS Positioning for Plant Scale Crop Monitoring Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: To implement agricultural practices that are more respectful of the environment, precision agriculture methods for monitoring crop heterogeneity are becoming more and more …	J. Gilliot; D. Hadjar; J. Michelin;	Remote. Sens.	2022-05-16
384	Leaf Disease Classification in Smart Agriculture Using Deep Neural Network Architecture and IoT IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	K. RAMANA et. al.	J. Circuits Syst. Comput.	2022-05-11
385	Towards A Cybersecurity Testbed for Agricultural Vehicles and Environments Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Hence, this paper presents STAVE – a Security Testbed for Agricultural Vehicles and Environments – as a potential solution to assist with the identification of cybersecurity vulnerabilities within commercially available off-the-shelf components used in certain agricultural systems.	Mark Freyhof; George Grispos; Santosh Pitla; Cody Stolle;	arxiv-cs.CY	2022-05-11
386	A New Classification Method for Drone-Based Crops in Smart Farming Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: During the past decades, smart farming became one of the most important revolutions in the agriculture industry. Smart farming makes use of different communication technologies …	B. Al-Rami; K. Alheeti; Waleed Aldosari; Saeed Matar Alshahrani; Shahad Mahdi Al-Abrez;	Int. J. Interact. Mob. Technol.	2022-05-10
387	Hybrid Machine Learning Approach for Evapotranspiration Estimation of Fruit Tree in Agricultural Cyber–Physical Systems IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The flourish of the Internet of Things (IoT) and data-driven techniques provide new ideas for enhancing agricultural production, where evapotranspiration estimation is a crucial …	TIANTENG WANG et. al.	IEEE Transactions on Cybernetics	2022-05-04
388	Model-Based Power Management for Smart Farming Wireless Sensor Networks Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: A model-based strategy for an efficient power supply control used in a wireless sensor network is presented. The strategy, based on Pulse-Skipping Modulation, regulates the …	F. CORTI et. al.	IEEE Transactions on Circuits and Systems I: Regular Papers	2022-05-01
389	Deep Learning-based Precision Agriculture Through Weed Recognition in Sugar Beet Fields IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Amin Nasiri; M. Omid; Amin Taheri-Garavand; A. Jafari;	Sustain. Comput. Informatics Syst.	2022-05-01
390	PLDD—A Deep Learning-Based Plant Leaf Disease Detection Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Plant diseases have a detrimental effect on the health of food production in agriculture. As a consequence, it significantly decreases the quality, quantity, and productivity of …	R. Lakshmi; N. Savarimuthu;	IEEE Consumer Electronics Magazine	2022-05-01
391	Smart Farming: Implementation of Industry 4.0 in The Agricultural Sector Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture is a center that touches human life as well as other sectors in all countries. With the development of information technology, the agricultural sector also faces …	V. U. Tjhin; Regina Eka Riantini;	Proceedings of the 6th International Conference on …	2022-04-27
392	Networking Architectures and Protocols for Multi-Robot Systems in Agriculture 4.0 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture 4.0 is an important area of research that is evolving very quickly due to the considerable advances in many technologies. Multi-robot systems (MRS) constitute one the …	Imad Jawhar; N. Mohamed; Nader Kesserwan; J. Al-Jaroodi;	2022 IEEE International Systems Conference (SysCon)	2022-04-25
393	Towards Data-Driven Precision Agriculture Using Open Data and Open Source Software Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper addresses the potential of applying publicly available information sources to improve crop production, with emphasis on yield optimization.	Jacob Høxbroe Jeppesen; Rune Hylsberg Jacobsen; Rasmus Nyholm Jørgensen; Thomas Skjødeberg Toftegaard;	arxiv-cs.NI	2022-04-12
394	Generative Adversarial Networks for Image Augmentation in Agriculture: A Systematic Review IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: This paper presents an overview of the evolution of GAN architectures followed by a systematic review of their application to agriculture (https://github.com/Derekabc/GANs-Agriculture), involving various vision tasks for plant health, weeds, fruits, aquaculture, animal farming, plant phenotyping as well as postharvest detection of fruit defects.	Ebenezer Olaniyi; Dong Chen; Yuzhen Lu; Yanbo Huang;	arxiv-cs.CV	2022-04-10
395	Image Recognition Method of Agricultural Pests Based on Multisensor Image Fusion Technology Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: With the rise and development of precision agriculture and smart agriculture concepts, traditional agricultural pest detection and identification methods have become increasingly …	Xianfeng Zeng; Changjiang Huang; Liuchun Zhan;	Adv. Multim.	2022-04-08
396	A Dilated Segmentation Network with The Morphological Correction Method in Farming Area Image Series IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Farming areas are made up of diverse land use types, such as arable lands, grasslands, woodlands, water bodies, and other surrounding agricultural architectures. They possess …	Xiuchun Lin; Shiyun Wa; Yan Zhang; Qin Ma;	Remote. Sens.	2022-04-07
397	Self-supervised Learning — A Way to Minimize Time and Effort for Precision Agriculture? Summary Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Abstract: Machine learning, satellites or local sensors are key factors for a sustainable and resource-saving optimisation of agriculture and proved its values for the management of …	Michael L. Marszalek; Bertrand Le Saux; Pierre-Philippe Mathieu; Artur Nowakowski; Daniel Springer;	arxiv-cs.LG	2022-04-05
398	Self-supervised Learning – A Way to Minimize Time and Effort for Precision Agriculture? Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Abstract. Machine learning, satellites or local sensors are key factors for a sustainable and resource-saving optimisation of agriculture and proved its values for the management …	Michael Marszalek; B. L. Saux; P. Mathieu; A. Nowakowski; Daniel Springer;	ArXiv	2022-04-05
399	Target-Barrier Coverage Improvement in An Insecticidal Lamps Internet of UAVs Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Insecticidal lamps Internet of things (ILs-IoTs) has attracted considerable attention for its applications in pest control to achieve green agriculture. However, ILs-IoTs cannot …	PENGJU SI et. al.	IEEE Transactions on Vehicular Technology	2022-04-01
400	FARMIT: Continuous Assessment of Crop Quality Using Machine Learning and Deep Learning Techniques for IoT-based Smart Farming IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Á. GÓMEZ et. al.	Cluster Computing	2022-03-31
401	Soil Quality Monitoring System Using Low-Powered Wireless Sensor Network Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The advancement of new technologies has provided solutions to various problems our lives. In the Philippines, farming has been a way of living, and farmers tend to do traditional …	Laurence Alec M. Burce; Dionis A. Padilla; John Lawrence M. Nagayo;	2022 14th International Conference on Computer and …	2022-03-25
402	Detection of Southern Beech Heavy Flowering Using Sentinel-2 Imagery Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The southern beech (genus Fuscospora and Lophozonia) forest in New Zealand periodically has “mast” years, during which very large volumes of seeds are produced. This excessive …	B. Jolly; J. Dymond; J. Shepherd; T. Greene; Jan Schindler;	Remote. Sens.	2022-03-24
403	Plant Viral Disease Detection: From Molecular Diagnosis to Optical Sensing Technology – A Multidisciplinary Review IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Plant viral diseases result in productivity and economic losses to agriculture, necessitating accurate detection for effective control. Lab-based molecular testing is the gold …	Ye Wang; B. Ostendorf; D. Gautam; N. Habili; V. Pagay;	Remote. Sens.	2022-03-23
404	GSA-based Support Vector Neural Network: A Machine Learning Approach for Crop Prediction to Provision Sustainable Farming Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: PurposeAutomated crop prediction is needed for the following reasons: First, agricultural yields were decided by a farmer’s ability to work in a certain field and with a …	A. Ashwitha; C. Latha;	Int. J. Intell. Comput. Cybern.	2022-03-21
405	A Proposed Satellite-Based Crop Insurance System for Smallholder Maize Farming Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Crop farming in Sub-Saharan Africa is constantly confronted by extreme weather events. Researchers have been striving to develop different tools that can be used to reduce the …	Wonga Masiza; G. Chirima; H. Hamandawana; A. M. Kalumba; H. B. Magagula;	Remote. Sens.	2022-03-21
406	Coordinated Pose Control of Mobile Manipulation with An Unstable Bikebot Platform Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We present a coordinated pose control of mobile manipulation with the stationary bikebot.	Feng Han; Alborz Jelvani; Jingang Yi; Tao Liu;	arxiv-cs.RO	2022-03-18
407	Ensemble of The Deep Convolutional Network for Multiclass of Plant Disease Classification Using Leaf Images Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Plant diseases are a major threat to agricultural production. Reduced yield due to plant diseases can lead to immeasurable economic losses. Therefore, the detection and …	Bo Li; Jinhong Tang; Yuejing Zhang; Xin Xie;	Int. J. Pattern Recognit. Artif. Intell.	2022-03-14
408	Design of An IoT-based Smart Farming System: IoT-based Smart Farming System Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Farming is a very vital sector for any developing country like Bangladesh. Therefore, smartly operating the farm is essential nowadays to get maximum productivity from the farm. …	MD. NURSARI HASAN SHEHAM et. al.	Proceedings of the 2nd International Conference on …	2022-03-10
409	Communication Layer Security in Smart Farming: A Survey on Wireless Technologies Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Human population growth has driven rising demand for food that has, in turn, imposed huge impacts on the environment. In an effort to reconcile our need to produce more sustenance …	H. ROUZBAHANI et. al.	ArXiv	2022-03-04
410	Render-in-the-loop Aerial Robotics Simulator: Case Study on Yield Estimation in Indoor Agriculture Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: To showcase the capabilities of the simulator pipeline we propose a case study that focuses on indoor robotic farming.	Antun Ivanovic; Marsela Polic; Jelena Tabak; Matko Orsag;	arxiv-cs.RO	2022-03-01
411	Re-Inventing The Food Supply Chain with IoT: A Data-Driven Solution to Reduce Food Loss IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The global food supply chain needs to evolve to meet a 50 percent increase in food demand by 2050. While food production grows every year, according to a report by the Food and …	VAISHNAVI RANGANATHAN et. al.	IEEE Internet of Things Magazine	2022-03-01
412	Long-Range Low-Power Soil Water Content Monitoring System for Precision Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: World population growth and desertification are increasing the food demand. Food production must increase to ensure food security in the following years. Smart agriculture tries …	MATTIA BAREZZI et. al.	2022 IEEE 13th Latin America Symposium on Circuits and …	2022-03-01
413	Augmented Reality In-Field Observation Creation and Visualization in Underperforming Areas Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: To precisely diagnose and address farming issues that led to crop yield underperformance, agronomists need to conduct field trips at the targeted underperforming areas and record …	Mengya Zheng; Nestor Velasco Bermeo; A. Campbell;	2022 IEEE Conference on Virtual Reality and 3D User …	2022-03-01
414	The Internet of Drones in Precision Agriculture: Challenges, Solutions, and Research Opportunities Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The Internet of Drones (IoD) is an emerging paradigm generated over the Internet of Things (IoT) framework, where things are replaced with drones. IoD facilitates inter-drone …	Chitranjan Singh; Rahul Mishra; Hari Prabhat Gupta; Preti Kumari;	IEEE Internet of Things Magazine	2022-03-01
415	Production and Green Technology Investment Strategy for Contract-farming Supply Chain Under Yield Insurance Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: We consider a contract-farming supply chain with multiple farmers and an agro-dealer, where farmers are risk-averse and they invest in green technologies. To hedge the risk of …	Ligang Shi; Tao Pang; Hongjun Peng;	Journal of the Operational Research Society	2022-02-26
416	LoRa Based Intelligent Soil and Weather Condition Monitoring with Internet of Things for Precision Agriculture in Smart Cities IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	D. Singh; R. Sobti; Anuj.S Jain; P. Malik; Dac-Nhuong Le;	IET Commun.	2022-02-16
417	IoT-Enabled IEEE 802.15.4 WSN Monitoring Infrastructure-Driven Fuzzy-Logic-Based Crop Pest Prediction IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Precision agriculture, as the future of farming technology, addresses challenges faced by farmers by data mining of information collected through IoT-enabled crop monitoring …	Rashmi Priya Sharma; D. Ramesh; Pankaj Pal; S. Tripathi; C. Kumar;	IEEE Internet of Things Journal	2022-02-15
418	An Adaptive Neuro-fuzzy Inference System to Monitor and Manage The Soil Quality to Improve Sustainable Farming in Agriculture Related Papers Related Patents Related Grants Related Venues Related Experts View	S. Remya;	Soft Computing	2022-02-12
419	Integration of Dilated Convolution with Residual Dense Block Network and Multi‐level Feature Detection Network for Cassava Plant Leaf Disease Identification Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In recent years, many countries prolonged their research in the field of agricultural farming for yielding more quantity food products with good quality. Agricultural farming is …	C. R. Dhivyaa; Nithya Kandasamy; Sudhakar Rajendran;	Concurrency and Computation: Practice and Experience	2022-02-04
420	Futuristic IoT Based Smart Precision Agriculture: Brief Analysis Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture is considered as the backbone of any nation across the globe. With the advent of modern technologies, smart tools and techniques are used in the agriculture/farming to …	Iwin Thanakumar Joseph Swamidason; Shanthini Pandiyarajan; Karunakaran Velswamy; P. Jancy;	J. Mobile Multimedia	2022-02-04
421	Prediction of Brinjal Plant Disease Using Support Vector Machine and Convolutional Neural Network Algorithm Based on Deep Learning Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Plant pathogens prediction is the prerequisite for timely and productive control of plant pathogens within complicated environments. However, the white mold is a complicated …	Venkataramana Attada; K. Kumar; N. Suganthi; R. Rajeswari;	J. Mobile Multimedia	2022-02-04
422	A Review of The Challenges of Using Deep Learning Algorithms to Support Decision-Making in Agricultural Activities IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Deep Learning has been successfully applied to image recognition, speech recognition, and natural language processing in recent years. Therefore, there has been an incentive to …	KHADIJEH ALIBABAEI et. al.	Remote. Sens.	2022-01-28
423	LoRaWAN Security Issues and Mitigation Options By The Example of Agricultural IoT Scenarios IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The Internet of Things (IoT) is a major trend that is seen as a great opportunity to improve efficiency in many domains, including agriculture. This technology could transform the …	Franz Kuntke; V. Romanenko; Sebastian Linsner; Enno Steinbrink; Christian Reuter;	Transactions on Emerging Telecommunications Technologies	2022-01-27
424	Chatbot Application to Support Smart Agriculture in Thailand Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: A chatbot is a software developed to help reply to text or voice conversations automatically and quickly in real time. In the agriculture sector, the existing smart agriculture …	Paweena Suebsombut; P. Sureephong; A. Sekhari; S. Chernbumroong; A. Bouras;	2022 Joint International Conference on Digital Arts, Media …	2022-01-26
425	An IoT-Based Cloud Solution for Intelligent Integrated Rice-Fish Farming Using Wireless Sensor Networks and Sensing Meteorological Parameters Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Internet of Things (IoT) based automated farming processes and integrated rice-fish farming field monitoring can reduce wastage by allowing more efficient water management, water …	Md Ashif Uddin; Uzzwal Kumar Dey; Shamama Ahmed Tonima; Toriqul Islam Tusher;	2022 IEEE 12th Annual Computing and Communication Workshop …	2022-01-26
426	STRIDE-based Cyber Security Threat Modeling for IoT-enabled Precision Agriculture Systems IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This presentation systematically presented them and advised general mitigation suggestions to support cyber security in precision agriculture.	Md. Rashid Al Asif; Khondokar Fida Hasan; Md Zahidul Islam; Rahamatullah Khondoker;	arxiv-cs.CR	2022-01-24
427	AIoT Platform Design Based on Front and Rear End Separation Architecture for Smart Agricultural Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: With the development of informatization, intelligence and precision of modern agriculture, i.e. there is a need for the integration of artificial intelligence (AI) with Internet …	Hangen Li; Sufang Li; Jiguo Yu; Yubing Han; Anming Dong;	Proceedings of the 2022 4th Asia Pacific Information …	2022-01-14
428	Everything You Wanted to Know About Smart Agriculture IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this survey paper the authors present the applications, technological trends, available datasets, networking options, and challenges in smart agriculture.	ALAKANANDA MITRA et. al.	arxiv-cs.CY	2022-01-12
429	A Modular Agricultural Robotic System (MARS) for Precision Farming: Concept and Implementation IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Increasing global population, climate change, and shortage of labor pose significant challenges for meeting the global food and fiber demand, and agricultural robots offer a …	R. Xu; Changying Li;	Journal of Field Robotics	2022-01-10
430	Weed and Crop Detection By Combining Crop Row Detection and K-means Clustering in Weed Infested Agricultural Fields Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Crop and weed detection is an essential technique for the automation of spot spraying and mechanical weeding. Previous studies developed crop and weed detection methods by using …	Kumpei Ota; Junichi Kasahara; A. Yamashita; H. Asama;	2022 IEEE/SICE International Symposium on System …	2022-01-09
431	A Performance-Optimized Deep Learning-Based Plant Disease Detection Approach for Horticultural Crops of New Zealand IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Deep learning-based plant disease detection has gained significant attention from the scientific community. However, various aspects of real horticultural conditions have not yet …	Muhammad Hammad Saleem; J. Potgieter; K. Arif;	IEEE Access	2022-01-01
432	Deep Learning-Based Tomato’s Ripe and Unripe Classification System Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Effective productivity estimates of fresh produced crops are very essential for efficient farming, commercial planning, and logistical support. In the past ten years, machine …	Prasenjit Das; Jay Kant Pratap Singh Yadav; Laxman Singh;	Int. J. Softw. Innov.	2022-01-01
433	Crop Prediction Based on Characteristics of The Agricultural Environment Using Various Feature Selection Techniques and Classifiers IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture is a growing field of research. In particular, crop prediction in agriculture is critical and is chiefly contingent upon soil and environment conditions, including …	S. Raja; B. Sawicka; Z. Stamenkovic; G. Mariammal;	IEEE Access	2022-01-01
434	Hybrid CNN Model for Classification of Rumex Obtusifolius in Grassland IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Rumex obtusifolius Linnaeus (R. obtu. L.) is one of the vital broad-leaved weeds in grassland that needs removal. It affects dairy products and reduces their quality. Hand-removal …	AHMED HUSHAM AL-BADRI et. al.	IEEE Access	2022-01-01
435	A WSN-Based Insect Monitoring and Pest Control System Through Behavior Analysis Using Artificial Neural Network Related Papers Related Patents Related Grants Related Venues Related Experts View	P. Dadheech; Ankit Kumar; Vijander Singh; R. Poonia; Linesh Raja;	International Journal of Social Ecology and Sustainable …	2022-01-01
436	Wireless Communications for Internet of Farming: An Early 5G Measurement Study IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Data-driven agriculture and Internet of Farming (IoF) require reliable communication systems. Nowadays, only some of the key use cases demanded by the agricultural industry …	S. B. DAMSGAARD et. al.	IEEE Access	2022-01-01
437	Darkening Low-Earth Orbit Satellite Constellations: A Review IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The proliferation of low-earth orbit (LEO) satellites and the LEO satellite internet will be a game-changer for the low-latency high-speed global internet. While this new …	A. LALBAKHSH et. al.	IEEE Access	2022-01-01
438	The Role of Smart Farming in Sustainable Development IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper intends to explore the development of agriculture into smart farming and how smart farming can contribute to the sustainable development goals. The paper focuses on how …	S. Musa; K. H. Basir; Edna Luah;	Int. J. Asian Bus. Inf. Manag.	2022-01-01
439	IoT-Equipped and AI-Enabled Next Generation Smart Agriculture: A Critical Review, Current Challenges and Future Trends IF:4 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Smart agriculture techniques have recently seen widespread interest by farmers. This is driven by several factors, which include the widespread availability of …	S. Qazi; B. A. Khawaja; Q. Farooq;	IEEE Access	2022-01-01
440	Precise Agriculture: Effective Deep Learning Strategies to Detect Pest Insects IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Pest insect monitoring and control is crucial to ensure a safe and profitable crop growth in all plantation types, as well as guarantee food quality and limited use of pesticides. …	Luca Girolamo Butera; Alberto Ferrante; Mauro Jermini; Mauro Prevostini; Cesare Alippi;	IEEE/CAA Journal of Automatica Sinica	2022-01-01
441	Renewable Energy Integration Into Cloud & IoT-Based Smart Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Water is becoming scarcer. The unmonitored control and the extensive use of fossil fuel in water-table pumping for irrigation exacerbate global warming and harm the environment. …	Et-Taibi Bouali; M. Abid; El-mahjoub Boufounas; Tareq Abu Hamed; D. Benhaddou;	IEEE Access	2022-01-01
442	Learning Aided System for Agriculture Monitoring Designed Using Image Processing and IoT-CNN IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The Internet of Things (IoT) and artificial intelligence (AI) based methods for monitoring, control, and decision support are combined to design of a smart agriculture assistance …	K. K. Sarma; K. Das; V. Mishra; Samadrita Bhuiya; D. Kaplun;	IEEE Access	2022-01-01
443	Object-Based Attention Mechanism for Color Calibration of UAV Remote Sensing Images in Precision Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Color calibration is a critical step for unmanned aerial vehicle (UAV) remote sensing, especially in precision agriculture, which relies mainly on correlating color changes to …	HUASHENG HUANG et. al.	IEEE Transactions on Geoscience and Remote Sensing	2022-01-01
444	Private Blockchain-envisioned Drones-assisted Authentication Scheme in IoT-enabled Agricultural Environment IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Basudeb Bera; Anusha Vangala; Ashok Kumar Das; Pascal Lorenz; Muhammad Khurram Khan;	Computer Standards & Interfaces	2022-01-01
445	A Drone Technology Implementation Approach to Conventional Paddy Fields Application Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper proposes an approach to implementing modern technology farming, namely agricultural drones, to help farmers enhance crop spraying efficiency, with a case study on …	S. Panjaitan; Y. Dewi; Muhammad I. Hendri; R. A. Wicaksono; Hendro Priyatman;	IEEE Access	2022-01-01
446	Design and Implementation of A Low-cost IoT Node for Data Processing, Case Study: Smart Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The majority of IoT nodes work within specific scenarios and can be configured in different ways. This paper seeks to design and implement a low-cost Internet of Things node for …	Merihan E. Amr; Amr A. Al-Awamry; M. A. Elmenyawi; Adly S. Tag Eldien;	J. Commun.	2022-01-01
447	An Efficient Approach for Crops Pests Recognition and Classification Based on Novel DeepPestNet Deep Learning Model IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Crop pests are to blame for significant economic, social, and environmental losses worldwide. Various pests have different control strategies, and precisely identifying pests has …	NAEEM ULLAH et. al.	IEEE Access	2022-01-01
448	IoT Based Smart Greenhouse Framework and Control Strategies for Sustainable Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In recent years, the Internet of Things (IoT) has become one of the most familiar names creating a benchmark and scaling new heights. IoT an indeed future of the communication …	M. Farooq; Rizwan Javid; Shamyla Riaz; Zabihullah Atal;	IEEE Access	2022-01-01
449	A Survey of Routing Protocols for WSNs in Smart Farming Applications Related Papers Related Patents Related Grants Related Venues Related Experts View	Karim Fathallah; Mohamed Amine Abid; N. Hadj-Alouane;	International Workshop on Distributed Computing for …	2022-01-01
450	A Survey on The Role of IoT in Agriculture for The Implementation of Smart Livestock Environment IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The Internet of Things (IoT) is an emerging paradigm that is transforming real-world things (objects) into smarter devices. IoT is applicable to a variety of application domains …	M. Farooq; Osama Sohail; A. Abid; Saim Rasheed;	IEEE Access	2022-01-01
451	An Integrated LoRa-Based IoT Platform Serving Smart Farming and Agro-Logistics Related Papers Related Patents Related Grants Related Venues Related Experts View	Nikos Tsotsolas; Faidon Komisopoulos; Philip Papadopoulos; Eleni Koutsouraki;		2022-01-01
452	Soil Water Content Estimation With The Presence of Vegetation Using Ultra Wideband Radar-Drone Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Radar–drone system is potentially implemented as a method for collecting the soil water content of a large area. Vegetation that may covers the soil surface affects the detection …	A. A. PRAMUDITA et. al.	IEEE Access	2022-01-01
453	Internet of Things (IoT) and Machine Learning Model of Plant Disease Prediction–Blister Blight for Tea Plant IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Crop plant diseases are a significant threat to productivity and sustainable development in agriculture. Early prediction of disease attacks is useful for the effective control of …	ZHIYAN LIU et. al.	IEEE Access	2022-01-01
454	Computer Vision System for Identifying on Farming Weed Species Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In the world, agriculture has been developed by combining new technologies for aid production and profitability while keeping environmental and social responsibility. The sector …	Bruno M. Moreno; P. E. Cruvinel;	2022 IEEE 16th International Conference on Semantic …	2022-01-01
455	Crop Disease Recognition Based on Modified Light-Weight CNN With Attention Mechanism IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The agricultural production is greatly affected by various plant diseases. Classifying the severity of crop diseases is the requirement for formulating disease prevention and …	Yang Liu; Guoqin Gao; Zhenhui Zhang;	IEEE Access	2022-01-01
456	Chapter Ten – A Smart Framework Through The Internet of Things and Machine Learning for Precision Agriculture Related Papers Related Patents Related Grants Related Venues Related Experts View	V. Venkatesh; P. Raj; R. Anushiadevi;	Adv. Comput.	2022-01-01
457	Artificial Intelligence Best Practices in Smart Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Smart agriculture, with the aid of artificial intelligence (AI), is playing a pivotal role to ensure agriculture sustainability. AI techniques are employed in soil and irrigation …	F. Shaikh; M. Memon; N. A. Mahoto; S. Zeadally; J. Nebhen;	IEEE Micro	2022-01-01
458	Design and Performance Evaluation of A Novel Variable Rate Multi-Crop Seed Metering Unit for Precision Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Seed planters with the conventional ground wheel and chain-gear driven seed metering units suffer from several limitations, such as the inability to plant seeds at variable rates, …	KAMRAN SHAH et. al.	IEEE Access	2022-01-01
459	A Systematic Literature Review of Machine Learning Techniques Deployed in Agriculture: A Case Study of Banana Crop IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agricultural productivity is the asset on which the world’s economy thoroughly relies. This is one of the major causes that disease identification in fruits and plants occupies a …	A. Singh; Priyanka Sahu; A. Chug; Dinesh Singh;	IEEE Access	2022-01-01
460	IoT-enabled Edge Computing Model for Smart Irrigation System IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Precision agriculture is a breakthrough in digital farming technology, which facilitates the application of precise and exact amount of input level of water and fertilizer to the …	S. Premkumar; A. Sigappi;	Journal of Intelligent Systems	2022-01-01
461	A Deep Learning Model Compression and Ensemble Approach for Weed Detection Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Site-specific weed management is an important practice in precision agriculture. Current advances in artificial intelligence have resulted in the use of large deep convolutional …	Martinson Q. Ofori; O. El-Gayar; Austin F. O’Brien; C. Noteboom;	Hawaii International Conference on System Sciences	2022-01-01
462	A Comprehensive Review on Artificial Intelligence/Machine Learning Algorithms for Empowering The Future IoT Toward 6G Era IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The evolution of the wireless network systems over decades has been providing new services to the users with the help of innovative network and device technologies. In recent …	M. R. Mahmood; M. Matin; P. Sarigiannidis; S. Goudos;	IEEE Access	2022-01-01
463	Organizational Aspects of Digitalization in The Context of Agriculture: Exemplary Results from Analyzing Data Flows in German Dairy Farming Related Papers Related Patents Related Grants Related Venues Related Experts View	Anne-Kathrin Schwab; J. Halberstadt; Andrii Besieda; Martin Kraft; A. Ortland;	CENTERIS/ProjMAN/HCist	2022-01-01
464	Smart Farming Architectures Based on IoT Review: Comparative Study Related Papers Related Patents Related Grants Related Venues Related Experts View	Benlahsiniya Maroua; Ait Abdelouahid Rachida; Marzak Abdelaziz;	FNC/MobiSPC/SEIT	2022-01-01
465	A Virtual Soil Moisture Sensor for Smart Farming Using Deep Learning IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Precision farming technologies refer to a set of cutting-edge tools and strategies implemented to optimize the management of the plantation. Smart meter devices, Internet of …	G. PATRIZI et. al.	IEEE Transactions on Instrumentation and Measurement	2022-01-01
466	Sustainable Smart Aquaponics Farming Using IoT and Data Analytics Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Traditional agriculture is facing numerous serious issues such as climate variation, population rise, water scarcity, soil degradation, and food security and many more. Though, …	B. Paul; Shubham Agnihotri; B. Kavya; Prachi Tripathi; C. Babu;	J. Inf. Technol. Res.	2022-01-01
467	Multi-Class Plant Leaf Disease Detection Using A Deep Convolutional Neural Network Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Traditional machine learning methods of plant leaf disease detection lack successful performances due to poor feature representation and correlation. This paper presents a novel …	S. Jadhav; Anisha M. Lal;	Int. J. Inf. Syst. Model. Des.	2022-01-01
468	A Robust Internet of Things-based Aquarium Control System Using Decision Tree Regression Algorithm IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The development of the Internet of Things (IoT) has shown significant contributions to many application areas, such as smart cities, smart homes, and smart farming, including …	M. Abdurohman; Aji Gautama Putrada; M. M. Deris;	IEEE Access	2022-01-01
469	Corn Leaf Disease Detection with Pertinent Feature Selection Model Using Machine Learning Technique with Efficient Spot Tagging Model Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Crop diseases constitute a substantial threat to food safety but, due to the lack of a critical basis, their rapid identification in many parts of the world is challenging. The …	D. A. Noola; Dayananda Rangapura Basavaraju;	Rev. d’Intelligence Artif.	2021-12-28
470	Deep-CNN Based Robotic Multi-Class Under-Canopy Weed Control in Precision Farming IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Based on \textit{AIWeeds} and the pipeline, we present a baseline for classification performance using five benchmark CNN models.	Yayun Du; Guofeng Zhang; Darren Tsang; M. Khalid Jawed;	arxiv-cs.CV	2021-12-27
471	An Ontological Knowledge Representation for Smart Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In order to provide the agricultural industry with the infrastructure it needs to take advantage of advanced technology, such as big data, the cloud, and the internet of things …	B. P. Bhuyan; R. Tomar; Maanak Gupta; A. Ramdane-Cherif;	2021 IEEE International Conference on Big Data (Big Data)	2021-12-15
472	Weed Recognition Using Deep Learning Techniques on Class-imbalanced Imagery IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we have investigated five state-of-the-art deep neural networks, namely VGG16, ResNet-50, Inception-V3, Inception-ResNet-v2 and MobileNetV2, and evaluated their performance for weed recognition.	A S M Mahmudul Hasan; Ferdous Sohel; Dean Diepeveen; Hamid Laga; Michael G. K. Jones;	arxiv-cs.CV	2021-12-14
473	Insect Detection and Identification Using YOLO Algorithms on Soybean Crop IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In the current time, Indian agriculture is lagging in the use of advanced technological solutions in tackling various farming-related issues such as crop health, weed problems, …	Shani Verma; S. Tripathi; Anurag Singh; Muneendra Ojha; R. Saxena;	TENCON 2021 – 2021 IEEE Region 10 Conference (TENCON)	2021-12-07
474	A Framework for Tasks Allocation and Scheduling in Precision Agriculture Settings Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This paper proposes an allocation and scheduling framework to assign to robotics platforms and human operators the farming operations required by the decision-support system being …	Matteo Santilli; R. Carpio; A. Gasparri;	2021 20th International Conference on Advanced Robotics …	2021-12-06
475	A Low-cost Robot with Autonomous Recharge and Navigation for Weed Control in Fields with Narrow Row Spacing IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper presents the first fully autonomous robot for weed management for row crops capable of computer vision based navigation, weed detection, complete field coverage, and automatic recharge for under \$400.	YAYUN DU et. al.	arxiv-cs.RO	2021-12-03
476	Crop Recommendation System Using KNN and Random Forest Considering Indian Data Set Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The agriculture plays crucial role in the growth of the country’s economy. In comparison to other countries, India has the highest production rate in agriculture. Agriculture when …	T. K. Mishra; S. Mishra; Kanaparthi Jeevan Sai; Bachu Sai Alekhya; Athukuri Rama Nishith;	2021 19th OITS International Conference on Information …	2021-12-01
477	Secure Trust Model Based on Blockchain for Internet of Things Enable Smart Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Blockchain technology has a lot of potentials to solve non-financial applications though it is derived from peer-to-peer financial transactions. In the last decade, both from …	Bhabendu Kumar Mohanta; Sangay Chedup; M. Dehury;	2021 19th OITS International Conference on Information …	2021-12-01
478	A Privacy Preserving Anomaly Detection Framework for Cooperative Smart Farming Ecosystem Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The agriculture sector has seen growing applications of AI and data intensive systems. Typically, individual farm owners join together to form agricultural cooperatives to share …	Sai Sree Laya Chukkapalli; P. Ranade; Sudip Mittal; A. Joshi;	2021 Third IEEE International Conference on Trust, Privacy …	2021-12-01
479	Modeling Multi-Layer Access Control Policies of A Hyperledger-Fabric-Based Agriculture Supply Chain Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Transparency and immutability properties of blockchains enhance traceability and trust in supply chains. However, supply chain participants resist storing most data on blockchains …	H. Bandara; Shiping Chen; M. Staples; Yilin Sai;	2021 Third IEEE International Conference on Trust, Privacy …	2021-12-01
480	An Intelligent Plant Dissease Detection System for Smart Hydroponic Using Convolutional Neural Network Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Recently, researchers proposed automation of hydroponic systems to improve efficiency and minimize manpower requirements. Thus increasing profit and farm produce. However, a fully …	Aminu Musa; Mohamed Hamada; F. Aliyu; Mohammed Hassan;	2021 IEEE 14th International Symposium on Embedded …	2021-12-01
481	A Non-Invasive Millimetre-Wave Radar Sensor for Automated Behavioural Tracking in Precision Farming—Application to Sheep Husbandry Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The automated quantification of the behaviour of freely moving animals is increasingly needed in applied ethology. State-of-the-art approaches often require tags to identify …	A. DORE et. al.	Sensors (Basel, Switzerland)	2021-12-01
482	Towards Smart Farming: Fog-enabled Intelligent Irrigation System Using Deep Neural Networks IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	MATHEUS G. CORDEIRO et. al.	Future Gener. Comput. Syst.	2021-12-01
483	Cucumber Disease Recognition Using Machine Learning and Transfer Learning IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Cucumber is grown, as a cash crop besides it is one of the main and popular vegetables in Bangladesh. As Bangladesh’s economy is largely dependent on the agricultural sector, …	Md. Jueal Mia; Syeda Khadizatul Maria; Shahrun Siddique Taki; A. Biswas;	Bulletin of Electrical Engineering and Informatics	2021-12-01
484	Pest-YOLO: Deep Image Mining and Multi-Feature Fusion for Real-Time Agriculture Pest Detection IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The frequent outbreaks of agriculture pests have caused heavy losses in crop production. And the small size and high similarity of agricultural pests bring challenges to the …	Zhe Tang; Zhengyun Chen; Fang Qi; Lingyan Zhang; Shuhong Chen;	2021 IEEE International Conference on Data Mining (ICDM)	2021-12-01
485	Cognitive Factors That Affect The Adoption of Autonomous Agriculture IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper focusses specifically on cognitive factors that affect adoption including: inability to generate trust, loss of farming knowledge and reduced social cognition.	S. K. Devitt;	arxiv-cs.HC	2021-11-28
486	A Review of DV-Hop Localization Algorithm Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: In recent years, the wireless sensor network has become a fundamental research area in smart farm and smart irrigation applications. In smart farming applications, the sensors can …	Halima Ghribi; Fakhreddine Khelifa; A. Jemai; M. Salah;	2021 31st International Telecommunication Networks and …	2021-11-24
487	An IoT and Blockchain‐based Approach for The Smart Water Management System in Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture in rural areas facing critical issues such as irrigation with the increase in water crises followed by some other issues line seed quality, poor fertilizers and many …	Hui Zeng; Gaurav Dhiman; Ashutosh Sharma; A. Sharma; A. Tselykh;	Expert Systems	2021-11-24
488	A Trainable Spectral-Spatial Sparse Coding Model for Hyperspectral Image Restoration IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: In this paper, we advocate instead for a hybrid approach based on sparse coding principles that retain the interpretability of classical techniques encoding domain knowledge with handcrafted image priors, while allowing to train model parameters end-to-end without massive amounts of data.	Theo Bodrito; Alexandre Zouaoui; Jocelyn Chanussot; Julien Mairal;	nips	2021-11-20
489	Online Coverage Planning for An Autonomous Weed Mowing Robot with Curvature Constraints IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we present the design of Cowbot, an autonomous weed mowing robot for pastures.	Parikshit Maini; Burak M. Gonultas; Volkan Isler;	arxiv-cs.RO	2021-11-19
490	Internet of Things‐based Deeply Proficient Monitoring and Protection System for Crop Field IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The production rate of crops is significantly declining due to natural disasters, animal interventions and plant diseases. Internet of things (IoT) and wireless sensor networks …	A. JERWIN PRABU et. al.	Expert Systems	2021-11-18
491	Simulation of Precision Feeding Systems for Swine Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Precision livestock farming has become an inevitable trend for agricultural industry in the world. In that field, precision feeding is widely acknowledged because of its potential …	L. Pham; H. Nguyen-Ba; Hoai Son Nguyen; Huy-Ham Le;	2021 13th International Conference on Knowledge and Systems …	2021-11-10
492	A System for Efficient Path Planning and Target Assignment for Robotic Swarms in Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: With a growing world population, the demand for food grows accordingly, putting agricultural production under continuous pressure for more productivity. However, traditional …	Jochem Postmes; N. Botteghi; B. Sirmaçek; A. Kamilaris;	Proceedings of the 11th International Conference on the …	2021-11-08
493	IoT-Agro: A Smart Farming System to Colombian Coffee Farms IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Jhonn Pablo Rodríguez; Ana Isabel Montoya-Munoz; Carlos Rodriguez-Pabon; Javier Hoyos; J. Corrales;	Comput. Electron. Agric.	2021-11-01
494	IoT-based Plant Health Analysis Using Optical Sensors in Precision Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: To support the current population growth, modern agriculture must increase food production while reducing the use of water and other resources required for crop cultivation. …	Hamid Bagha; Ali Yavari; Dimitrios Georgakopoulos;	2021 Digital Image Computing: Techniques and Applications …	2021-11-01
495	SUBLμME: Secure Blockchain As A Service and Microservices-based Framework for IoT Environments Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: IoT applications have extended new concepts to smart technologies in different vital sectors such as healthcare, education, agriculture, energy management and control, etc. IoT …	D. Hasan; Maha Driss;	2021 IEEE/ACS 18th International Conference on Computer …	2021-11-01
496	Blockchain-Based Smart Contracts to Provide Crop Insurance for Smallholder Farmers in Developing Countries IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agricultural insurance can help smallholder farmers in developing countries deal with risks that are too large for them to manage on their own. Thus, significant welfare gains can …	N. Kshetri; N. Kshetri;	IT Professional	2021-11-01
497	A Combined IoT-Enabled SensorDB and Spatial Query Framework for Smart Farming Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Smart farming is an emerging concept that appeared in the context of agriculture 4.0. It aims at providing the agricultural industry with the infrastructure to leverage advanced …	Karim Fathallah; Mohamed Amine Abid; N. Hadj-Alouane;	2021 IEEE/ACS 18th International Conference on Computer …	2021-11-01
498	Design of A Novel Biosensor Implant for Farmed Atlantic Salmon (Salmo Salar) Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Accessing the welfare status of animals in salmon farming is a challenge due to the large production scale and limited diversity of technologies available to quantify individuals’ …	E. Svendsen; M. Føre; L. Randeberg; J. A. Alfredsen;	2021 IEEE Sensors	2021-10-31
499	A Fast Accurate Fine-grain Object Detection Model Based on YOLOv4 Deep Neural Network IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper presents a high-performance real-time fine-grain object detection framework that addresses several obstacles in plant disease detection that hinder the performance of traditional methods, such as, dense distribution, irregular morphology, multi-scale object classes, textural similarity, etc.	Arunabha M. Roy; Rikhi Bose; Jayabrata Bhaduri;	arxiv-cs.CV	2021-10-30
500	Autoencoder-based Anomaly Detection in Smart Farming Ecosystem IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose an anomaly detection model for Smart Farming using an unsupervised Autoencoder machine learning model.	Mary Adkisson; Jeffrey C Kimmel; Maanak Gupta; Mahmoud Abdelsalam;	arxiv-cs.CR	2021-10-29
501	A Review of Data Governance Challenges in Smart Farming and Potential Solutions Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The expectation on the agricultural system is constantly growing to be more productive with less labor, less water and less arable land. To achieve this goal, the use of digital …	Adesola Anidu; Rozita Dara;	2021 IEEE International Symposium on Technology and Society …	2021-10-28
502	Fruit-CNN: An Efficient Deep Learning-based Fruit Classification and Quality Assessment for Precision Agriculture Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Diseases of fruits and assessment of their quality are one of the key challenges in the farming sector and their automated recognition is very critical to save time and avoid …	Arnav Kumar; R. Joshi; M. Dutta; M. Jonák; Radim Burget;	2021 13th International Congress on Ultra Modern …	2021-10-25
503	MERLIN: Smart Framework for Agriculture in India Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture is most important economic base of India. Unavailability of proper resources are creating issues and making agriculture a difficult field to work on. Proper …	Arunima Sharma;	2021 International Conference on Information and …	2021-10-20
504	Understanding IoT Climate Data Based Predictive Model for Outdoor Smart Farm Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Internet of Things (IoT) solutions adopted by various time-sensitive application domains consist of fine-grained sensors to predict actionable knowledge more accurately. This …	Juyoung Park; Aekyung Moon; Eunryung Lee; Seunghan Kim;	2021 International Conference on Information and …	2021-10-20
505	A New Low-Cost LoRaWAN Power Switch for Smart Farm Applications Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: This article proposes a new low-cost LoRaWAN Power Switch system for intelligent agricultural applications with the aim of reducing labor costs and improving water consumption in …	Jocines D. F. Silveira; A. F. D. S. Veloso; J. V. D. R. Júnior; A. C. B. Soares; R. Rabêlo;	2021 IEEE International Conference on Systems, Man, and …	2021-10-17
506	Research of Image Recognition of Plant Diseases and Pests Based on Deep Learning Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Deep learning has attracted more and more attention in speech recognition, visual recognition and other fields. In the field of image processing, using deep learning method can …	W. Feng; Huang Xue Hua;	Int. J. Cogn. Informatics Nat. Intell.	2021-10-01
507	A Low-cost Smart Farming Prototype with Internet of Things (IoT) Technologies and Edge Computing Devices Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Issues such as the increase food demand, the decrease of arable land and scarcity of water resources push for efficient and effective agriculture operations. In such directions, …	G. Fortino; Fabrizio Gabriele; Claudio Savaglio;	2021 IEEE Intl Conf on Dependable, Autonomic and Secure …	2021-10-01
508	Keeping Data at The Edge of Smart Irrigation Networks: A Case Study in Strawberry Greenhouses IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we follow a three-step methodological approach in order to design, implement and validate a solution for smart strawberry irrigation in greenhouses, while keeping the corresponding data at the edge of the network: (i) We develop a small-scale smart irrigation prototype solution with off-the-shelf hardware and software equipment, which we test and evaluate on different kinds of plants in order to gain useful insights for larger scale deployments, (ii) we introduce a reference network architecture, specifically targeting smart irrigation and edge data distribution for strawberry greenhouses, and (iii) adopting the proposed reference architecture, we implement a full-scale system in an actual strawberry greenhouse environment in Greece, and we compare its performance against that of conventional strawberries irrigation.	Constantinos Marios Angelopoulos; Gabriel Filios; Sotiris Nikoletseas; Theofanis P. Raptis;	arxiv-cs.NI	2021-09-23
509	Beyond MAP: Towards Practical Object Detection for Weed Spraying in Precision Agriculture IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: The evolution of smaller and more powerful GPUs over the last 2 decades has vastly increased the opportunity to apply robust deep learning-based machine vision approaches to …	A. Gomez; Madeleine Darbyshire; Junfeng Gao; E. Sklar; Simon Parsons;	2022 IEEE/RSJ International Conference on Intelligent …	2021-09-22
510	Towards Practical Object Detection for Weed Spraying in Precision Agriculture IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper introduces three metrics that highlight different aspects relevant for real-world deployment of precision weeding and demonstrates their utility through experimental results.	Adrian Salazar-Gomez; Madeleine Darbyshire; Junfeng Gao; Elizabeth I Sklar; Simon Parsons;	arxiv-cs.CV	2021-09-22
511	Detection of Multiple Crop Diseases Using Image Processing Techniques Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Crops can be considered as a heart of the agricultural field but sometimes various diseases arise on the plant that creates predicament as it leads to the losses in the …	Akanksha Soni; J. K. Soni; S. Hota;	2021 IEEE High Performance Extreme Computing Conference …	2021-09-20
512	Small-Scale Farmers’ Awareness of E-Agriculture: A Pathway for Livelihood Development in Mkuranga, Tanzania Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: True agricultural development heavily relies on the promptness and relevance of the information accessed by small-scale farmers. In this regard, the application of e- Agriculture …	Ezra Misaki;	2021 IEEE AFRICON	2021-09-13
513	Transformer Neural Network for Weed and Crop Classification of High Resolution UAV Images IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Monitoring crops and weeds is a major challenge in agriculture and food production today. Weeds compete directly with crops for moisture, nutrients, and sunlight. They therefore …	Reenul Reedha; Eric Dericquebourg; R. Canals; A. Hafiane;	Remote. Sens.	2021-09-06
514	Vision Transformers For Weeds and Crops Classification Of High Resolution UAV Images IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we adopt the self-attention mechanism via the ViT models for plant classification of weeds and crops: red beet, off-type beet (green leaves), parsley and spinach.	Reenul Reedha; Eric Dericquebourg; Raphael Canals; Adel Hafiane;	arxiv-cs.CV	2021-09-06
515	An N-Tier Fog Architecture for Smart Farming Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Current smart farming solutions are either local or cloud-based. The first approach limits the types and scale of available data processing services. In the second approach, the …	Gabriele Penzotti; S. Caselli; M. Amoretti;	2021 IEEE Symposium on Computers and Communications (ISCC)	2021-09-05
516	Readiness of The South African Agricultural Sector to Implement IoT Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Therefore, this research aims to explore the readiness of the agricultural sector of South Africa for a wide implementation of IoT.	In’aam Soeker; Shallen Lusinga; Wallace Chigona;	arxiv-cs.CY	2021-08-23
517	Smart Irrigation System for Precision Agriculture—The AREThOU5A IoT Platform IF:3 Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Agriculture 4.0, as the future of farming technology, includes several key enabling technologies towards sustainable agriculture. The use of state-of-the-art technologies, such as …	A. BOURSIANIS et. al.	IEEE Sensors Journal	2021-08-15
518	Citrus Fruits Diseases Detection and Classification Using Transfer Learning Summary Related Papers Related Patents Related Grants Related Venues Related Experts View Abstract: Diseases in plants have a devastating effect on food protection and may significantly reduce the worth and amount of farming products. In extreme circumstances, plant illnesses …	A. Saini; Roheet Bhatnagar; Devesh Kumar Srivastava;	Proceedings of the International Conference on Data …	2021-08-09
519	Selective Privacy in IoT Smart-farms for Battery-powered Device Longevity Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper presents a payload security model to maintain the standards of TLS whilst removing obstacles associated with constrained devices and IoT network protocols.	Steph Rudd; Hamish Cunningham;	arxiv-cs.CR	2021-08-05
520	Position Control and Variable-Height Trajectory Tracking of A Soft Pneumatic Legged Robot Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper we capitalize upon recent developments on soft pneumatic legged robots to introduce a closed-loop trajectory tracking control scheme for operation over flat ground.	Zhichao Liu; Konstantinos Karydis;	arxiv-cs.RO	2021-08-03
521	Identify Apple Leaf Diseases Using Deep Learning Algorithm Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: To address this problem, we apply CNNs to plant disease recognition by building a classification model.	Daping Zhang; Hongyu Yang; Jiayu Cao;	arxiv-cs.CV	2021-07-27
522	An Efficient Insect Pest Classification Using Multiple Convolutional Neural Network Based Models IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts Related Code View Highlight: We present different convolutional neural network-based models in this work, including attention, feature pyramid, and fine-grained models.	Hieu T. Ung; Huy Q. Ung; Binh T. Nguyen;	arxiv-cs.CV	2021-07-26
523	A Portable Agricultural Robot for Continuous Apparent Soil ElectricalConductivity Measurements to Improve Irrigation Practices Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper introduces a roboticized means to autonomously perform geospatial ECa measurements and map soil moisture content in micro-irrigated orchard systems.	Merrick Campbell; Keran Ye; Elia Scudiero; Konstantinos Karydis;	arxiv-cs.RO	2021-07-19
524	Assessment and Selection of Smart Agriculture Solutions Using An Information Error‐based Pythagorean Fuzzy Cloud Algorithm Summary Related Papers