MBS 94-10
Contrast Gain Control: A Bilinear Model for Color Selectivity
Benjamin Singer, Michael D'Zmura
We report the results of psychophysical experiments on color contrast
induction. In earlier work (Singer and D'Zmura, Vision Research, 1994,
34, 3111-3126), we showed that modulating the spatial contrast of an annulus
in time induces an apparent modulation of the contrast of a central disk,
at isoluminance. Here we vary the chromatic properties of disk and annulus
systematically in a study of the interactions among the luminance and color
opponent channels. Results show that induced contrast depends linearly
on both disk and annulus contrast, at low and moderate contrast levels.
This dependence leads us to propose a bilinear model for color contrast
gain control. The model predicts the magnitude and chromatic properties
of induced contrast. In agreement with experimental results, the model
displays chromatic selectivity in contrast gain control and a negligible
effect of contrast modulation at isoluminance on the appearance of achromatic
contrast. We show that the bilinear model for chromatic selectivity may
be realized as a feed-forward multiplicative gain control. Data collected
at high contrast levels are fit by embellishing the model with saturating
nonlinearities in the contrast gain control of each color channel.