Color constancy using natural image statistics and scene semantics

A Gijsenij, T Gevers - IEEE Transactions on Pattern Analysis …, 2010 - ieeexplore.ieee.org
… In this paper, color constancy is defined as correcting an image that was taken under an
unknown light source so that it appears to be taken under a canonical (often white) light source. …

Color constancy using natural image statistics

A Gijsenij, T Gevers - 2007 IEEE Conference on Computer …, 2007 - ieeexplore.ieee.org
… and combining of color constancy algorithms, in this paper, natural image statistics are used
… selection and combining of color constancy algorithms, natural image statistics are used to …

A comparison of computational color constancy algorithms. ii. experiments with image data

K Barnard, L Martin, A Coath… - … transactions on Image …, 2002 - ieeexplore.ieee.org
… et al.’s Color by Correlation method. We discuss a number of issues in applying color constancy
ideas to image data, and … 4 we plot some image statistics and the analogous statistics for …

Color constancy with spatio-spectral statistics

A Chakrabarti, K Hirakawa… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
color constancy, and the part we consider in this paper, is compensating for the color cast …
by decomposing an input color image into distinct spatial subbands, and then we model the …

Color constancy in natural scenes explained by global image statistics

DH Foster, K Amano, SMC Nascimento - Visual neuroscience, 2006 - cambridge.org
… Together, all four global color properties accounted for 70% … color constancy, and, additionally,
of changing test-surface position. By contrast, a spatial-frequency analysis of the images

Convolutional color constancy

JT Barron - … of the IEEE International Conference on …, 2015 - openaccess.thecvf.com
color constancy problem: the input image I (taken from [24, 33]) looks green, and we want to
recover a white-balanced imageimages will reflect edge and spatial statistics of the image I, …

Efficient color constancy with local surface reflectance statistics

S Gao, W Han, K Yang, C Li, Y Li - … 6-12, 2014, Proceedings, Part II 13, 2014 - Springer
… Among various color constancy algorithms, the color transform of image induced by the
illuminant can be well approximated by a diagonal transform [11,14,25,27]. Thus, based on the …

[PDF][PDF] An overview of color constancy algorithms

V Agarwal, BR Abidi, A Koschan… - Journal of Pattern …, 2006 - academia.edu
Statistical approaches Color constancy algorithms discussed under this classification are often
based on the basic statistical … best at achieving color constancy on real images. Funt et al. …

Unsupervised learning for color constancy

N Banić, K Koščević, S Lončarić - arXiv preprint arXiv:1712.00436, 2017 - arxiv.org
… benchmark dataset with 1707 calibrated high-quality images … a new large color constancy
benchmark dataset with images of … Gevers, “Color constancy using natural image statistics and …

A large image database for color constancy research

F Ciurea, B Funt - 2003 - summit.sfu.ca
… We present a study on various statistics relevant to research on color constancy. Many …
color constancy was not available. Our image database consists of approximately 11,000 images