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Erschienen in:
1992 | OriginalPaper | Buchkapitel
Active Perception and 3D Object Recognition
verfasst von : Harry Wechsler, Lee Zimmerman
Erschienen in: Active Perception and Robot Vision
Verlag: Springer Berlin Heidelberg
Enthalten in: Professional Book Archive
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The fundamental problem faced by all vision systems is the ambiguity created by the projection process. An object’s projected shape in an image changes dramatically for small changes in the observer’s viewpoint. This is the basic difficulty in creating a machine vision system that can respond robustly in an unconstrained 3D environment. Our approach to this problem enables the vision system to actively engage its interpretation of the surroundings using a distributed memory system modeled as visual potentials and made up of characteristic view(point)s (Koenderink and van Doorn, 1979).