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We have made significant contributions to the problem of partitioning one-, two-, and three-dimensional image structures. Partitioning is a critical first step in most approaches to scene analysis; its purpose is to reduce the complexity of the analysis task by decomposing the scene into coherent and semantically meaningful components.