Progress in Visual Categorization

Abstract

Our visual system helps us carry out our daily business: walking, driving, reading, playing sports, or socializing. It is difficult to think of an activity that does not depend on vision. Our eyes and brain help us by measuring shapes, trajectories, and distances in world around us, and by recognizing materials, objects, and scenes. How is this done? Can we reproduce these abilities in a machine?

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