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Introduction to Color - Brown University

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CS123 | INTRODUCTION TO COMPUTER GRAPHICS<br />

Lateral Inhibition and Contrast<br />

excite<br />

<br />

<br />

Lateral Inhibition: Excited cell can reduce activity of its neighbors<br />

<br />

<br />

Recep<strong>to</strong>r cells, A and B, stimulated by neighboring regions of stimulus.<br />

A receives moderate light. A’s excitation stimulates next neuron on visual<br />

chain, cell D, which transmits message <strong>to</strong>ward brain.<br />

Transmission impeded by cell B, whose intense excitation inhibits cell D.<br />

Cell D fires at reduced rate.<br />

Intensity of cell c j = I(c j ) is function of c j ’s excitation e(c j ) inhibited by<br />

its neighbors with attenuation coefficients a k that decrease with<br />

distance. Thus,<br />

I C j = e c j − a k e c k<br />

k≠j<br />

inhibit<br />

<br />

<br />

At boundary more excited cells inhibit their less excited neighbors even<br />

more and vice versa. Thus, at boundary dark areas even darker than<br />

interior dark ones, light areas are lighter than interior light ones.<br />

Nature’s edge detection<br />

Andries van Dam <strong>Color</strong> 50/57

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