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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.
Sziranyi T, Zerubia J, Geldreich D, Kato Z, *Society *I. Cellular Neural Network in Markov Random Field Image Segmentation. In: 1996 FOURTH IEEE INTERNATIONAL WORKSHOP ON CELLULAR NEURAL NETWORKS AND THEIR APPLICATIONS, PROCEEDINGS (CNNA-96). New York: Wiley - IEEE Press; 1996. 1. p. 139-144p.
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.
1995
Berthod M, Kato Z, Zerubia J. DPA: a deterministic approach to the MAP problem. IEEE TRANSACTIONS ON IMAGE PROCESSING. 1995;4(9):1312-1314.
Kato Z, Zerubia J, Berthod M, Pieczynski W. Unsupervised adaptive image segmentation. In: *Society *IEEESignal Pro, editor. ICASSP-95. Piscataway: IEEE; 1995. 2. p. 2399-2402p.
Kato Z, Zerubia J, Berthod M. Unsupervised parallel image classification using a hierarchical Markovian model. In: *Society IEEEComputer, editor. Proceedings of the 5th International Conference on Computer Vision. Piscataway: IEEE; 1995. 1. p. 169-174p.
1994
Kato Z. Multi-scale Markovian Modelisation in Computer Vision with Applications to SPOT Image Segmentation : Modélisations markoviennes multirésolutions en vision par ordinateur. Application ŕ la segmentation d'images SPOT.; 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.
Kato Z, Zerubia J, Berthod M. Segmentation hiérarchique d'images sur CM200 (Hierarchical Image Segmentation on the CM200).; 1994.
Kato Z, Zerubia J, Berthod M. Segmentation multirésolution d'images sur SUN version 1 du 26.05.1994 (Multiresolution Image Segmentation on SUN version 1 of 26.05.1994).; 1994.
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.
Kato Z, Berthod M, Zerubia J. Multiscale Markov random field models for parallel image classification. In: *Analysis *IEEEComputer S, *Intelligence *M, editors. Fourth International Conference on Computer Vision, ICCV 1993, Berlin, Germany, 11-14 May, 1993, Proceedings. Los Alamitos: IEEE; 1993. 2. p. 253-257p.
Kato Z, Berthod M, Zerubia J. Parallel image classification using multiscale Markov random fields. In: *Society *IEEESignal Pro, *Engineers *Iof Electri, editors. ICASSP-93. New York: IEEE; 1993. 1. p. 137-140p.
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.

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