A Novel Automatic White Balance Method for Color Constancy Under Different Color Temperatures
IEEE Access, 2021 The spectrum distribution of the light source between scenes is usually uniform in all scenes lit by a given light source per the color constancy assumption.
Wei-Yen Hsu, Han-Chang Cheng
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Edge-Based Color Constancy [PDF]
IEEE Transactions on Image Processing, 2007 Color constancy is the ability to measure colors of objects independent of the color of the light source. A well-known color constancy method is based on the gray-world assumption which assumes that the average reflectance of surfaces in the world is achromatic.
Joost van de Weijer +2 more
openalex +6 more sources
Influence of Surrounding Colors in the Illuminant-Color Mode on Color Constancy
i-Perception, 2011 On color constancy, we showed that brighter surrounding colors had greater influence than dim colors (Uchikawa, Kitazawa, MacLeod, Fukuda, 2010 APCV).
Kazuho Fukuda +2 more
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Multi illumination color constancy based on multi-scale supervision and single-scale estimation cascade convolution neural network. [PDF]
Front Neuroinform, 2022 Wang F, Wang W, Wu D, Gao G, Wang Z.
europepmc +3 more sources
Feedback from horizontal cells to cones mediates color induction and may facilitate color constancy in rainbow trout. [PDF]
PLoS ONE, 2013 Color vision is most beneficial when the visual system is color constant and can correct the excitations of photoreceptors for differences in environmental irradiance.
Shai Sabbah +4 more
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What #theDress reveals about the role of illumination priors in color perception and color constancy. [PDF]
J Vis, 2017 Aston S, Hurlbert A.
europepmc +3 more sources
Context-dependent judgments of color that might allow color constancy in scenes with multiple regions of illumination. [PDF]
J Opt Soc Am A Opt Image Sci Vis, 2012 Lee RJ, Smithson HE.
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CLCC: Contrastive Learning for Color Constancy [PDF]
Computer Vision and Pattern Recognition, 2021 In this paper, we present CLCC, a novel contrastive learning framework for color constancy. Contrastive learning has been applied for learning high-quality visual representations for image classification.
Yi-Chen Lo +6 more
semanticscholar +1 more source
INTEL-TAU: A Color Constancy Dataset
IEEE Access, 2021 In this paper, we describe a new large dataset for illumination estimation. This dataset, called INTEL-TAU, contains 7022 images in total, which makes it the largest available high-resolution dataset for illumination estimation research.
Firas Laakom +4 more
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Ranking-Based Color Constancy With Limited Training Samples
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023 Computational color constancy is an important component of Image Signal Processors (ISP) for white balancing in many imaging devices. Recently, deep convolutional neural networks (CNN) have been introduced for color constancy.
Bing Li +6 more
semanticscholar +1 more source