Colour Constancy for Scenes with Varying Illumination
Abstract
We present an algorithm which uses information from both surface reflectance and illumination variation to solve for colour constancy. Most colour constancy algorithms assume that the illumination across a scene is constant, but this is very often not valid for real images. The method presented in this work identifies and removes the illumination variation, and in addition uses the variation to constrain the solution. The constraint is applied conjunctively to constraints found from surface reflectances. Thus the algorithm can provide good colour constancy when there is sufficient variation in surface reflectances, or sufficient illumination variation, or a combination of both. We present the results of running the algorithm on several real scenes, and the results are very encouraging.
Cite
Text
Barnard et al. "Colour Constancy for Scenes with Varying Illumination." European Conference on Computer Vision, 1996. doi:10.1007/3-540-61123-1_123Markdown
[Barnard et al. "Colour Constancy for Scenes with Varying Illumination." European Conference on Computer Vision, 1996.](https://mlanthology.org/eccv/1996/barnard1996eccv-colour/) doi:10.1007/3-540-61123-1_123BibTeX
@inproceedings{barnard1996eccv-colour,
title = {{Colour Constancy for Scenes with Varying Illumination}},
author = {Barnard, Kobus and Finlayson, Graham D. and Funt, Brian V.},
booktitle = {European Conference on Computer Vision},
year = {1996},
pages = {3-15},
doi = {10.1007/3-540-61123-1_123},
url = {https://mlanthology.org/eccv/1996/barnard1996eccv-colour/}
}