Representing three-dimensional structures for visual recognition

摘要

Three-dimensional (3-D) geometrical models provide the best representations for 3-D objects. Not all representation schemes are suitable, however, for computer-based visual recognition. This survey analyses the historical development of recognition-oriented models from points and lines, to surfaces and volumes. It also considers those aspects of the models that successfully promoted recognition, and suggests likely areas for future development.