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Statistics of cone responses to natural images: Implications for visual coding
Journal article   Peer reviewed

Statistics of cone responses to natural images: Implications for visual coding

Daniel L. Ruderman, Thomas W. Cronin and Chuan-Chin Chiao
Journal of the Optical Society of America A: Optics and Image Science, and Vision, Vol.15(8), pp.2036-2045
1998

Abstract

We gathered hyperspectral images of natural, foliage-dominated scenes and converted them to human cone quantal catches to characterize the second-order redundancy present within the retinal photoreceptor array under natural conditions. The data are expressed most simply in a logarithmic response space, wherein an orthogonal decorrelation robustly produces three principal axes, one corresponding to simple changes in radiance and two that are reminiscent of the blue-yellow and red-green chromatic-opponent mechanisms found in the primate visual system. Further inclusion of spatial stimulus dimensions demonstrates a complete spatial decorrelation of these three cone-space axes in natural cone responses. © 1998 Optical Society of America.

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