Understanding Retinal Color Coding from First Principles

A previously proposed theory of visual processing, based on redundancy reduction, is used to derive the retinal transfer function including color. The predicted kernels show the nontrivial mixing of space-time with color coding observed in experiments. The differences in color-coding between species are found to be due to differences among the chromatic autocorrelators for natural scenes in different environments.

[1]  F. Attneave Some informational aspects of visual perception. , 1954, Psychological review.

[2]  F. Campbell,et al.  Optical quality of the human eye , 1966, The Journal of physiology.

[3]  N. Daw Colour‐coded ganglion cells in the goldfish retina: extension of their receptive fields by means of new stimuli , 1968, The Journal of physiology.

[4]  J. Lythgoe The Ecology of vision , 1979 .

[5]  G. Buchsbaum,et al.  Trichromacy, opponent colours coding and optimum colour information transmission in the retina , 1983, Proceedings of the Royal Society of London. Series B. Biological Sciences.

[6]  P. Lennie,et al.  Chromatic mechanisms in lateral geniculate nucleus of macaque. , 1984, The Journal of physiology.

[7]  K. Mullen The contrast sensitivity of human colour vision to red‐green and blue‐yellow chromatic gratings. , 1985, The Journal of physiology.

[8]  D J Field,et al.  Relations between the statistics of natural images and the response properties of cortical cells. , 1987, Journal of the Optical Society of America. A, Optics and image science.

[9]  Joseph J. Atick,et al.  Towards a Theory of Early Visual Processing , 1990, Neural Computation.

[10]  Li Zhaoping,et al.  Color coding and its interaction with spatiotemporal processing in the retina , 1990 .

[11]  Joseph J. Atick,et al.  What Does the Retina Know about Natural Scenes? , 1992, Neural Computation.

[12]  Zhaoping Li,et al.  What does post-adaptation color appearance reveal about cortical color representation? , 1993, Vision Research.

[13]  A. Norman Redlich,et al.  Supervised Factorial Learning , 1993, Neural Computation.