EM procedures using mean field-like approximations for Markov model-based image segmentation

Authors: Celeux G.; Forbes F.¹; Peyrard N.

Source: Pattern Recognition, Volume 36, Number 1, January 2003 , pp. 131-144(14)

Publisher: Elsevier

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Keywords: Image segmentation; Hidden Markov random fields; EM algorithm; ICM algorithm; Pseudo-likelihood; Mean field approximation; Simulated field

Language: English

Document Type: Research article

DOI: 10.1016/S0031-3203(02)00027-4

Affiliations: 1: Inria Rhone-Alpes, Zirst, 655Av, de l'Europe, Montbonnot, 38334 Saint Ismier Cedex, , France

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