Discrimination
information in natural radiance spectra
Wilson S. Geisler
Vision is based upon detecting and identifying differences in the radiance
spectra arriving at the eye or camera from different directions. Radiance
spectra can differ in total radiance (intensity), in shape (color), or
both. Ideal-observer theory was used to measure the relative amounts of
intensity and chromatic information available to discriminate pairs of
natural radiance spectra created by illuminating natural surfaces (Krinov,
1947) with a natural daylight source (D65). Two ideal observers were evaluated
-- one operating at the input to the eye or camera, and one at the level
of the photopigments in the human cone photoreceptors. The relative amount
of intensity and chromatic information in each discrimination pair was
quantified by the effective increase in contrast due to the chromatic
information. The analyses showed that chromatic information increases
the effective contrast by an average of 30% to 70% at the input to the
eye, but only by 5% to 10% at the level of the photopigments. It appears
that much of the chromatic information in natural radiance spectra is
lost between the cornea and photopigments, for the purpose of discriminating
between regions or detecting region boundaries, is usually small relative
to intensity information. (This research was supported in part by National
Institutes of Health grant EY02688 and AFOSR grant F49620-93-1-0307 )