Computational Modeling of Vision
The Role of Combination
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Defines a unified theory of vision in which nearly independent components of visual stimuli are recombined and synthesized at high levels of neural processing to produce the richness of visual experience. The text illustrates how visual systems gather, process and reconstruct information about objects in two and three dimensions.
Table of Contents
Introduction - a point of view; neural and psychophysical foundations of a vision system; models of combination and binding; a vision system; a particle system model for combining edge information from multiple segmentation modules; combining images for three-dimensional vision; object recognition; surface reconstruction.