A region segmentation algorithm is presented, using a model for joint probability density. Joint probability density can be defined as an N×N cooccurrence matrix in which each coordinate (i, j) gives the probability for the gray-level transition i, j between two neighbor pixels. The approach consists in modeling the energy distribution within a cooccurrence matrix of a region. Regions are
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