Computing perceptual organization using voting methods andgraphical enumeration

摘要

Presents an efficient hierarchical computational paradigm forperceptual organization. Organization at each level of the hierarchy isdone by graph enumeration on a set of Gestalt graphs. Efficient votingmethods are proposed. The authors develop the method in detail andanalyze its computational efficiency, considering both time and space.The theoretical and practical results are very encouraging. Theystrongly advocate the idea of an organizational hierarchy, constructedusing graph enumeration. Graph theoretic representations enable one toextract various structures with considerable ease. They evaluated theperformance using real images, with good results