Corpus ID: 54457483

Color Constancy by GANs: An Experimental Survey

@article{Das2018ColorCB,
  title={Color Constancy by GANs: An Experimental Survey},
  author={Partha Das and Anil S. Baslamisli and Yang Liu and Sezer Karaoglu and T. Gevers},
  journal={ArXiv},
  year={2018},
  volume={abs/1812.03085}
}
  • Partha Das, Anil S. Baslamisli, +2 authors T. Gevers
  • Published 2018
  • Computer Science
  • ArXiv
  • In this paper, we formulate the color constancy task as an image-to-image translation problem using GANs. By conducting a large set of experiments on different datasets, an experimental survey is provided on the use of different types of GANs to solve for color constancy i.e. CC-GANs (Color Constancy GANs). Based on the experimental review, recommendations are given for the design of CC-GAN architectures based on different criteria, circumstances and datasets. 

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