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Bayesian color constancy

Journal of the Optical Society of America A, 1997
The problem of color constancy may be solved if we can recover the physical properties of illuminants and surfaces from photosensor responses. We consider this problem within the framework of Bayesian decision theory. First, we model the relation among illuminants, surfaces, and photosensor responses.
D H, Brainard, W T, Freeman
openaire   +2 more sources

Degree-of-linear-polarization-based Color Constancy

Computer Vision and Pattern Recognition, 2022
Color constancy is an essential function in digital photography and a fundamental process for many computer vision applications. Accordingly, many methods have been proposed, and some recent ones have used deep neural networks to handle more complex ...
Taishi Ono   +4 more
semanticscholar   +1 more source

Simultaneous color constancy

Journal of the Optical Society of America A, 1986
Observers matched patches (simulated Munsell papers) in two simultaneously presented computer-controlled displays, a standard array presented under 6500-K illumination and a test array under 4000 or 10,000 K. Adaptation to the test illuminants was limited. The adjusted patch was surrounded by a single color (annulus display) or by many colors (Mondrian
L, Arend, A, Reeves
openaire   +2 more sources

Color Constancy Beyond Standard Illuminants

International Conference on Information Photonics, 2022
The effects of strong color casts in traditional, learning-based and data-driven color constancy algorithms is analyzed. This is the first study investigating the response of color constancy methods to illuminants on the edges and outside the color ...
Oguzhan Ulucan   +2 more
semanticscholar   +1 more source

Color memory and color constancy

Journal of the Optical Society of America A, 1996
Color constancy is the perceived stability of the color of objects despite changes in the light illuminating them. An object's color is considered constant if the current perceived color is judged to be in accord with the remembered one. Thus the accuracy and precision of color memory are fundamental to understanding this classic problem.
E W, Jin, S K, Shevell
openaire   +2 more sources

Color Constancy

Advances in Color Vision, 1992
We have investigated the extent of color constancy in complex (Mondrian) and simple (center-surround) displays. Our critical finding is that the extent of lightness and color constancy in such displays depend heavily on the instructions given to subjects. We also find, not surprisingly, that adaptation has a powerful effect on color constancy. Stimulus
Adam Reeves, Lawrence E Arend
openaire   +1 more source

COCOA: Combining Color Constancy Algorithms for Images and Videos

IEEE Transactions on Computational Imaging, 2022
We present an efficient combination strategy for color constancy algorithms. We define a compact neural network architecture to process and combine the illuminant estimations of individual algorithms, that may be based on different assumptions over the ...
Simone Zini   +3 more
semanticscholar   +1 more source

Color constancy with an optimized regularized random vector functional link based on an improved equilibrium optimizer.

Journal of The Optical Society of America A-optics Image Science and Vision, 2022
In order to improve the accuracy of illumination estimation, this paper proposes a color constancy algorithm based on an improved equilibrium optimizer (IEO) to optimize the network structure parameters and common parameters of the regularized random ...
Zhiyu Zhou   +4 more
semanticscholar   +1 more source

Truncated Edge-based Color Constancy

2022 IEEE 12th International Conference on Consumer Electronics (ICCE-Berlin), 2022
In this paper we propose the truncated edge-based color constancy. It is based on, and extends, the edge-based framework by introducing the use of truncated Gaussian filters.
S. Bianco, M. Buzzelli
semanticscholar   +1 more source

CCMNet: Leveraging Calibrated Color Correction Matrices for Cross-Camera Color Constancy

arXiv.org
Computational color constancy, or white balancing, is a key module in a camera's image signal processor (ISP) that corrects color casts from scene lighting.
Dongyoung Kim   +4 more
semanticscholar   +1 more source

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