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1999
Kato Z, Zerubia J, Berthod M. Unsupervised parallel image classification using Markovian models. PATTERN RECOGNITION. 1999;32(4):591-604.
1996
Berthod M, Kato Z, Yu S, Zerubia J. Bayesian image classification using Markov random fields. IMAGE AND VISION COMPUTING. 1996;14(4):285-295.
Kato Z, Berthod M, Zerubia J. A Hierarchical Markov Random Field Model and Multitemperature Annealing for Parallel Image Classification. GRAPHICAL MODELS AND IMAGE PROCESSING. 1996;58(1):18-37.
1994
Zerubia J, Kato Z, Berthod M. Multi-Temperature Annealing: A New Approach for the Energy-Minimization of Hierarchical Markov Random Field Models. In: *Society IEEEComputer, editor. Proceedings of the 12th IAPR International Conference on Pattern Recognition. Los Alamitos: IEEE; 1994. 5. p. 520-522p.
1993
Kato Z, Zerubia J, Berthod M. Bayesian Image Classification Using Markov Random Fields. In: Mohammad-Djafari A, Demoment G, editors. Maximum Entropy and Bayesian Methods. Dordrecht; Boston; London: Kluwer Academic Publishers; 1993. 3. p. 375-382p.
Berthod M, Giraudon G, Liu S, Mangin F, Kato Z, Urago S, et al. Extraction d'information dans les images SPOT.; 1993.
Kato Z, Berthod M, Zerubia J. A Hierarchical Markov Random Field Model and Multi-Temperature Annealing for Parallel Image Classification.; 1993.
Kato Z, Berthod M, Zerubia J. A Hierarchical Markov Random Field Model for Image Classification. In: International Workshop on Image and Multidimensional Digital Signal Processing (IMDSP). IEEE Computer Soc. Pr.; 1993.
1992
Kato Z, Zerubia J, Berthod M. Image Classification Using Markov Random Fields with Two New Relaxation Methods.; 1992.
Kato Z, Zerubia J, Berthod M. Satellite Image Classification Using a Modified Metropolis Dynamics. In: International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE Computer Soc. Pr.; 1992. 5. p. 573-576p.