A Computational Approach to Color Illusions

Tri-stimulus theory of color perception is not able to justify effectively some well known perception phenomena as color illusions and color constancy. Retinex theory, by Land and McCann, grounds color perception on a color space based on three lightness computed as relative reflectance along multiple exploration paths of the perceived scene. This paper considers in a new light Retinex theory, as a theory which tries to justify not only color constancy but also illusions arising from simultaneous contrast configurations. An improvement to Retinex computational model is presented in the paper, which selects Retinex computation paths by approximating a brownian path. The algorithm has been tested not only on traditional Mondrian patches, but also on natural pictures and photographs and on typical color illusion patches. The examples demonstrate the ability of the model to emulate human color perception behavior.

[1]  Gunther Wyszecki,et al.  Color Science: Concepts and Methods, Quantitative Data and Formulae, 2nd Edition , 2000 .

[2]  E. Land,et al.  Lightness and retinex theory. , 1971, Journal of the Optical Society of America.

[3]  L. Maloney,et al.  Color constancy: a method for recovering surface spectral reflectance. , 1986, Journal of the Optical Society of America. A, Optics and image science.

[4]  D H Brainard,et al.  Analysis of the retinex theory of color vision. , 1986, Journal of the Optical Society of America. A, Optics and image science.

[5]  Johannes Itten,et al.  Kunst der Farbe , 1983 .

[6]  D. Saupe Algorithms for random fractals , 1988 .

[7]  Michael S. Landy,et al.  Computational models of visual processing , 1991 .

[8]  Quang-Tuan Luong 1 - La couleur en vision par ordinateur : une revue , 1991 .

[9]  J. Albers,et al.  Interaction of Color , 1971 .

[10]  M D'Zmura,et al.  Mechanisms of color constancy. , 1986, Journal of the Optical Society of America. A, Optics and image science.

[11]  E H Land,et al.  Recent advances in retinex theory and some implications for cortical computations: color vision and the natural image. , 1983, Proceedings of the National Academy of Sciences of the United States of America.

[12]  S. Zeki A vision of the brain , 1993 .

[13]  Deane B. Judd Appraisal of Land's work on two-primary color projections. , 1960 .

[14]  Heinz-Otto Peitgen,et al.  The science of fractal images , 2011 .

[15]  E. Land The retinex theory of color vision. , 1977, Scientific American.