ML Anthology

Highlight Removal by Illumination-Constrained Inpainting

Ping Tan, Stephen Lin, Long Quan, Heung-Yeung Shum
ICCV 2003 pp. 164-169
doi:10.1109/ICCV.2003.1238333 /iccv/2003/tan2003iccv-highlight/

Abstract

We present a single-image highlight removal method that incorporates illumination-based constraints into image inpainting. Unlike occluded image regions filled by traditional inpainting, highlight pixels contain some useful information for guiding the inpainting process. Constraints provided by observed pixel colors, highlight color analysis and illumination color uniformity are employed in our method to improve estimation of the'underlying diffuse color. The inclusion of these illumination constraints allows for better recovery of shading and textures by inpainting. Experimental results are given to demonstrate the performance of our method.

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Cite

Text

Tan et al. "Highlight Removal by Illumination-Constrained Inpainting." IEEE/CVF International Conference on Computer Vision, 2003. doi:10.1109/ICCV.2003.1238333

Markdown

[Tan et al. "Highlight Removal by Illumination-Constrained Inpainting." IEEE/CVF International Conference on Computer Vision, 2003.](https://mlanthology.org/iccv/2003/tan2003iccv-highlight/) doi:10.1109/ICCV.2003.1238333

BibTeX

@inproceedings{tan2003iccv-highlight,
  title     = {{Highlight Removal by Illumination-Constrained Inpainting}},
  author    = {Tan, Ping and Lin, Stephen and Quan, Long and Shum, Heung-Yeung},
  booktitle = {IEEE/CVF International Conference on Computer Vision},
  year      = {2003},
  pages     = {164-169},
  doi       = {10.1109/ICCV.2003.1238333},
  url       = {https://mlanthology.org/iccv/2003/tan2003iccv-highlight/}
}