Tony Vladusich, Post-doc University Medical Centre Groningen, PO Box 30.001, Groningen 9700 RB, The Netherlands
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Re: Do double opponent color cells solve the problem of color constancy?
t.vladusich{at}med.umcg.nl Tony Vladusich
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Neurophysiologists have long sought the neural substrates of color
constancy. The recent study of Conway and Livingstone (2006) in J.
Neurosci. adds to an increasing body of evidence indicating that double
opponent cells play a role in these phenomena. Of particular interest,
from a
computational perspective, is the authors’ discovery that many double
opponent cells have crescent shaped, rather than donut shaped, receptive
field surrounds. I hypothesize here that crescent double opponent cells
are
well adapted to fully solving the problem of color constancy. This is
because,
unlike the donut shaped variety, crescent shaped cells can both discount
global illumination changes and encode reflectance changes. For a graphic
illustration, see http://www.naturalcolorconstancy.nl/DO_model.htm.
Specifically, crescent shaped cells ensure that changes in firing rate
associated with stimulation of centre and surround receptive field
components can be decoupled at edges. The firing rate of a crescent double
opponent cell whose receptive field centre covers a target surface, but
whose
receptive field surround does not cover the target, will correctly
represent
changes in surface reflectance (e.g. pink or red). Conversely, changes in
global illumination (pink or red) will affect both the receptive field
centre and
surround, as in the donut shaped model of double opponent cells, ensuring
that firing rate stays constant as illumination varies. Human subjects can
quickly and efficiently distinguish between temporal changes in local
reflectance and global illumination in multicolored displays (Nascimento
& Foster, 1997). Future neurophysiological experiments might
profitably adapt
this psychophysical paradigm to test the hypothesis that crescent double
opponent cells solve the reflectance/illumination ambiguity if their
receptive
fields are positioned at edges but not away from edges.
References
Conway, B.R. and M.S. Livingstone (2006) Spatial and temporal
properties of
cone signals in alert macaque primary visual cortex. J Neurosci, 26: 10826
-10846.
Nascimento, S.M. and D.H. Foster (1997) Detecting natural changes of
cone-
excitation ratios in simple and complex coloured images. Proc Biol Sci,
264:
1395-1402.
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