Optical Modeling: A Computational Approach
to Motion Detection
Tom Lappas '04
Advisor: Dr. Enrique Galvez
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The mammalian visual system uses a layered approach to detect motion, one layer feeding information to the next. After light is detected on-center cells establish areas of contrast, simple cells extract orientation specific information, and complex cells analyze this data across time. This motion detection scheme can be modeled computationally; pixels yield color components in an R,G,B structure, on-center cells total that information to compare a center and a surround. Simple cells match on-center information to a template for evaluation, and submit the results to complex cells. Complex cells evaluate the simple cells' results across time and locate motion.
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