Research Group on Visual Computation

Articles in journal or book chapters
1999
[1]Zoltan Kato, Josiane Zerubia, Mark Berthod, Unsupervised Parallel Image Classification Using Markovian Models, In Pattern Recognition, volume 32, no. 4, pp. 591-604, 1999. [bibtex] [pdf]
1996
[2]Zoltan Kato, Mark Berthod, Josiane Zerubia, A Hierarchical Markov Random Field Model and Multi-Temperature Annealing for Parallel Image Classification, In Computer Vision, Graphics and Image Processing: Graphical Models and Image Processing, volume 58, no. 1, pp. 18-37, 1996. [bibtex] [pdf]
[3]Mark Berthod, Zoltan Kato, Shan Yu, Josiane Zerubia, Bayesian Image Classification Using Markov Random Fields, In Image and Vision Computing, volume 14, pp. 285-295, 1996. [bibtex] [pdf]
1995
[4]Mark Berthod, Zoltan Kato, Josiane Zerubia, DPA: A Deterministic Approach to the MAP, In IEEE Transactions on Image Processing, volume 4, no. 9, pp. 1312-1314, 1995. [bibtex]
Conference Articles
1995
[1]Zoltan Kato, Josiane Zerubia, Mark Berthod, Unsupervised Parallel Image Classification Using a Hierarchical Markovian Model, In Proceedings of International Conference on Computer Vision, Cambridge, MA, USA, pp. 169-174, 1995. [bibtex] [pdf]
[2]Zoltan Kato, Mark Berthod, Josiane Zerubia, Wojciech Pieczynski, Unsupervised Adaptive Image Segmentation, In Proceedings of International Conference on Acoustics, Speech and Signal Processing, volume 4, Detroit, Michigan, USA, pp. 2399-2402, 1995. [bibtex] [pdf]
1994
[3]Josiane Zerubia, Zoltan Kato, Mark Berthod, Multi-Temperature Annealing: A New Approach for the Energy-Minimization of Hierarchical Markov Random Field Models, In Proceedings of International Conference on Pattern Recognition, volume 1, Jerusalem, Israel, pp. 520-522, 1994, IEEE. [bibtex]
1993
[4]Zoltan Kato, Mark Berthod, Josiane Zerubia, A Hierarchical Markov Random Field Model for Image Classification, In Proceedings of International Workshop on Image and Multidimensional Digital Signal Processing, Cannes, France, 1993. [bibtex]
[5]Zoltan Kato, Mark Berthod, Josiane Zerubia, Multiscale Markov Random Field Models for Parallel Image Classification, In Proceedings of International Conference on Computer Vision, Berlin, Germany, pp. 253-257, 1993. [bibtex]
[6]Zoltan Kato, Mark Berthod, Josiane Zerubia, Parallel Image Classification using Multiscale Markov Random Fields, In Proceedings of International Conference on Acoustics, Speech and Signal Processing, volume 5, Minneapolis, USA, pp. 137-140, 1993. [bibtex]
[7]Zoltan Kato, Josiane Zerubia, Mark Berthod, Bayesian Image Classification Using Markov Random Fields, Chapter in Maximum Entropy and Bayesian Methods (Ali Mohammad-Djafari, Guy Demoment, eds.), pp. 375-382, 1993, Kluwer Academic Publisher. [bibtex]
1992
[8]Zoltan Kato, Josiane Zerubia, Mark Berthod, Satellite Image Classification Using a Modified Metropolis Dynamics, In Proceedings of International Conference on Acoustics, Speech and Signal Processing, volume 3, San-Francisco, California, USA, pp. 573-576, 1992. [bibtex]



Hichem Abdellali has been awarded the Doctor of Philosophy (PhD.) degree...

2022-04-30


Hichem Abdellali has been awarded the KÉPAF Kuba Attila prize...

2021-06-24