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As in 2-D (in two-dimensional) computer vision, segmentation is one of the most important processes in 3-D (three-dimensional) vision. The recent availability of cost-effective range imaging devices has simplified the problem of obtaining 3-D information directly from a scene. Range images are characterized by two principal types of discontinuities: step edges that represent discontinuities in depth...