Contrast Enhancement Based on Intrinsic Image Decomposition

@article{Yue2017ContrastEB,
  title={Contrast Enhancement Based on Intrinsic Image Decomposition},
  author={Huanjing Yue and Jingyu Yang and Xiaoyan Sun and Feng Wu and Chunping Hou},
  journal={IEEE Transactions on Image Processing},
  year={2017},
  volume={26},
  pages={3981-3994}
}
In this paper, we propose to introduce intrinsic image decomposition priors into decomposition models for contrast enhancement. Since image decomposition is a highly ill-posed problem, we introduce constraints on both reflectance and illumination layers to yield a highly reliable solution. We regularize the reflectance layer to be piecewise constant by introducing a weighted $\ell _{1}$ norm constraint on neighboring pixels according to the color similarity, so that the decomposed reflectance… CONTINUE READING
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