Efficient and Robust Specular Highlight Removal

@article{Yang2015EfficientAR,
  title={Efficient and Robust Specular Highlight Removal},
  author={Qingxiong Yang and Jinhui Tang and Narendra Ahuja},
  journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
  year={2015},
  volume={37},
  pages={1304-1311}
}
A robust and effective specular highlight removal method is proposed in this paper. It is based on a key observation-the maximum fraction of the diffuse colour component in diffuse local patches in colour images changes smoothly. The specular pixels can thus be treated as noise in this case. This property allows the specular highlights to be removed in an image denoising fashion: an edge-preserving low-pass filter (e.g., the bilateral filter) can be used to smooth the maximum fraction of the… CONTINUE READING

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