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How to establish the matching (or corresponding) between two different 3Dshapes is a classical problem. This paper focused on the research on shapemapping of 3D mesh models, and proposed a shape mapping algorithm based onHidden Markov Random Field and EM algorithm, as introducing a hidden staterandom variable associated with the adjacent blocks of shape matching whenestablishing HMRF. This algorithm provides a new theory and method to ensurethe consistency of the edge data of adjacent blocks, and the experimentalresults show that the algorithm in this paper has a great improvement on theshape mapping of 3D mesh models.

Research on Shape Mapping of 3D Mesh Models based on Hidden Markov Random Field and EM Algorithm