CVPR-2004 Paper Digest

Every paper, ordered by impact or potential impact. About CVPR 2004

IDPaperAuthors
1PCA-SIFT: A More Distinctive Representation For Local Image Descriptors
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Highlight: This paper examines (and improves upon) the local image descriptor used by SIFT.
Yan Ke and R. Sukthankar;
2Super-resolution Through Neighbor Embedding
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Highlight: In this paper, we propose a novel method for solving single-image super-resolution problems.
Hong Chang; Dit-Yan Yeung and Yimin Xiong;
3Visual Odometry
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Highlight: We present a system that estimates the motion of a stereo head or a single moving camera based on video input.
D. Nister; O. Naroditsky and J. Bergen;
4Learning Methods For Generic Object Recognition With Invariance To Pose And Lighting
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Abstract: We assess the applicability of several popular learning methods for the problem of recognizing generic visual categories with invariance to pose, lighting, and surrounding ...
Y. LeCun; Fu Jie Huang and L. Bottou;
5Efficient Belief Propagation For Early Vision
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Highlight: In this paper we present new algorithmic techniques that substantially improve the running time of the belief propagation approach.
P. F. Felzenszwalb and D. R. Huttenlocher;

About CVPR 2004