Capturing image structure with probabilistic index maps

@article{Jojic2004CapturingIS,
  title={Capturing image structure with probabilistic index maps},
  author={Nebojsa Jojic and Yaron Caspi},
  journal={Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2004. CVPR 2004.},
  year={2004},
  volume={1},
  pages={I-I}
}
One of the major problems in modeling images for vision tasks is that images with very similar structure may locally have completely different appearance, e.g., images taken under different illumination conditions, or the images of pedestrians with different clothing. While there have been many successful attempts to address these problems in application-specific settings, we believe that underlying a large set of problems in vision is a representational deficiency of intensity-derived local… CONTINUE READING
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