Robustly Estimating Changes in Image Appearance

@article{Black2000RobustlyEC,
  title={Robustly Estimating Changes in Image Appearance},
  author={Michael J. Black and David J. Fleet and Yaser Yacoob},
  journal={Computer Vision and Image Understanding},
  year={2000},
  volume={78},
  pages={8-31}
}
We propose a generalized model of image “appearance change” in which brightness variation over time is represented as a probabilistic mixture of different causes. We define four generative models of appearance change due to (1) object or camera motion; (2) illumination phenomena; (3) specular reflections; and (4) “iconic changes” which are specific to the objects being viewed. These iconic changes include complex occlusion events and changes in the material properties of the objects. We develop… CONTINUE READING
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