Adaptive orthogonalization of opponent-color signals

This paper concerns the processing of the outputs of the two opponent-color mechanisms in the human visual system. We present experimental evidence that opponent-color signals interact after joint modulation even though they are essentially independent under neutral steady adaptation and after exclusive modulation of each mechanism. In addition, prolonged modulation linearizes the response function of each mechanism. The changes in interaction serve to orthogonalize opponent signals with respect to the adapting modulation, and the changes in response functions serve to equalize the relative frequencies of different levels of response to the adapting modulation. Adaptive orthogonalization reduces sensitivity to the adapting color direction, improves sensitivity to the orthogonal direction, and predicts shifts in color appearance. Response equalization enhances effective contrast and explains the difference between the effects of adaptation to uniform versus temporally or spatially modulated stimuli.

[1]  William H. Press,et al.  Numerical recipes in C. The art of scientific computing , 1987 .

[2]  M. B. Mandler,et al.  Mechanisms of simultaneous color induction. , 1986, Journal of the Optical Society of America. A, Optics and image science.

[3]  Induced desensitization , 1986, Vision Research.

[4]  J. Pokorny,et al.  Spectral sensitivity of the foveal cone photopigments between 400 and 500 nm , 1975, Vision Research.

[5]  William H. Press,et al.  Numerical Recipes in FORTRAN - The Art of Scientific Computing, 2nd Edition , 1987 .

[6]  Angela M. Brown,et al.  Higher order color mechanisms , 1986, Vision Research.

[7]  Paul Wintz,et al.  Digital image processing (2nd ed.) , 1987 .

[8]  K R Gegenfurtner,et al.  Contrast detection in luminance and chromatic noise. , 1992, Journal of the Optical Society of America. A, Optics and image science.

[9]  M. Webster,et al.  Changes in colour appearance following post-receptoral adaptation , 1991, Nature.

[10]  R. M. Boynton,et al.  Similarity of Normalized Discrimination Ellipses in the Constant-Luminance Chromaticity Plane , 1986, Perception.

[11]  K. J. Craik The effect of adaptation on differential brightness discrimination , 1938, The Journal of physiology.

[12]  E. Oja,et al.  Fast adaptive formation of orthogonalizing filters and associative memory in recurrent networks of neuron-like elements , 1976, Biological Cybernetics.

[13]  Julie R. Brannan,et al.  Applications of parallel processing in vision , 1992 .

[14]  R. M. Boynton,et al.  Chromaticity diagram showing cone excitation by stimuli of equal luminance. , 1979, Journal of the Optical Society of America.

[15]  D. W. Heeley,et al.  Cardinal directions of color space , 1982, Vision Research.

[16]  William H. Press,et al.  Book-Review - Numerical Recipes in Pascal - the Art of Scientific Computing , 1989 .

[17]  Teuvo Kohonen,et al.  Self-organization and associative memory: 3rd edition , 1989 .

[18]  Peter Földiák,et al.  Adaptation and decorrelation in the cortex , 1989 .

[19]  P. Lennie,et al.  Chromatic mechanisms in striate cortex of macaque , 1990, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[20]  F. Heitger,et al.  The functional role of contrast adaptation , 1988, Vision Research.

[21]  Azriel Rosenfeld,et al.  Digital Picture Processing , 1976 .

[22]  P. Lennie,et al.  Contrast adaptation in striate cortex of macaque , 1989, Vision Research.

[23]  Deane B. Judd,et al.  CHROMATICITY SENSIBILITY TO STIMULUS DIFFERENCES , 1932 .

[24]  Q. Zaidi,et al.  Chromatic Mechanisms Beyond Linear Opponency , 1991 .

[25]  Michael J. Swain,et al.  Color indexing , 1991, International Journal of Computer Vision.

[26]  Qasim Zaidi,et al.  The effect of adaptation on the differential sensitivity of the S-cone color system , 1992, Vision Research.

[27]  S. Laughlin A Simple Coding Procedure Enhances a Neuron's Information Capacity , 1981, Zeitschrift fur Naturforschung. Section C, Biosciences.

[28]  P. Lennie,et al.  Pattern-selective adaptation in visual cortical neurones , 1979, Nature.

[29]  W L Sachtler,et al.  Chromatic and luminance signals in visual memory. , 1992, Journal of the Optical Society of America. A, Optics and image science.

[30]  F. A. Seiler,et al.  Numerical Recipes in C: The Art of Scientific Computing , 1989 .

[31]  H. Barlow Vision: A theory about the functional role and synaptic mechanism of visual after-effects , 1991 .

[32]  Qasim Zaidi,et al.  Visual mechanisms that signal the direction of color changes , 1993, Vision Research.

[33]  Q. Zaidi Parallel and Serial Connections Between Human Color Mechanisms , 1992 .

[34]  Patrick Cavanagh,et al.  Independent orientation-selective mechanisms for the cardinal directions of colour space , 1990, Vision Research.

[35]  C. McCollough Color Adaptation of Edge-Detectors in the Human Visual System , 1965, Science.

[36]  H B Barlow,et al.  PATTERN RECOGNITION AND THE RESPONSES OF SENSORY NEURONS * , 1969, Annals of the New York Academy of Sciences.

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

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

[39]  Qasim Zaidi,et al.  The effects of prolonged temporal modulation on the differential response of color mechanisms , 1992, Vision Research.