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Volume: 27 | Article ID: art00021
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Evaluating Colour Constancy on the new MIST dataset of Multi-Illuminant Scenes
  DOI :  10.2352/issn.2169-2629.2019.27.21  Published OnlineOctober 2019
Abstract

A new image test set of synthetically generated, full-spectrum images with pixelwise ground truth has been developed to aid in the evaluation of illumination estimation methods for colour constancy. The performance of 9 illumination methods is reported for this dataset along and compared to the optimal single-illuminant estimate. None of the methods specifically designed to handle multi-illuminant scenes is found to perform any better than the optimal single-illuminant case based on completely uniform illumination.

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Xiangpeng Hao, Brian Funt, Hanxiao Jiang, "Evaluating Colour Constancy on the new MIST dataset of Multi-Illuminant Scenesin Proc. IS&T 27th Color and Imaging Conf.,  2019,  pp 108 - 113,  https://doi.org/10.2352/issn.2169-2629.2019.27.21

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Copyright © Society for Imaging Science and Technology 2019
72010350
Color and Imaging Conference
color imaging conf
2166-9635
Society for Imaging Science and Technology