Publications

1.

Z. Kato, T. C. Pong, J. C. M. Lee: Motion Compensated Color Video Classification Using Markov Random Fields. In Proc. ACCV'98, Hong Kong, Jan. 8-11, 1998

2.

Z. Kato, T. C. Pong, J. C. M. Lee: Motion Compensated Color Image Classification and Parameter Estimation in a Markovian Framework. Technical Report HKUST-CS97-04, The Hong Kong University of Science and Technology, Hong Kong, July 1997

3.

T Sziranyi, J Zerubia, L Czuni, D Geldreich, Z Kato: Image Segmentation Using Markov Random Field Model in Fully Parallel Cellular Network Architectures. Accepted for publication in Real Time Imaging, 1998

4.

T. Szirányi, J. Zerubia, D. Geldreich, Z. Kato: Cellular Neural Network in Markov Random Field Image Segmentation. In Proc. CNNA'96, IEEE, Seville, pp.139-144, 1996

5.

Z. Kato, J. Zerubia, M. Berthod: Unsupervised Parallel Image Classification Using Markovian Models. Accepted for publication in Pattern Recognition, 1998.

6.

Z. Kato, M. Berthod, J. Zerubia: A hierarchical Markov random Field Model and Multi-Temperature Annealing for parallel image classification. IEEE-CVGIP Graphical Models and Image Processing, 58(1):18-37, Jan. 1996.

7.

M. Berthod, Z. Kato, S. Yu, J. Zerubia: Bayesian image classification using Markov random fields. Image and Vision Computing, 14(1996): 285-295, 1996.

8.

M. Berthod, Z. Kato, J. Zerubia: DPA: A Deterministic Approach to the MAP Problem. IEEE Trans. on Image Processing, 4(9):1312-1314, September 1995

9.

Z. Kato, J. Zerubia, M. Berthod: Unsupervised Parallel Image Classification Using a Hierarchical Markovian Model. In Proc. ICCV, Cambridge, MA, June 20-23, 1995.

10.

Z. Kato, M. Berthod, J. Zerubia, W. Pieczynski: Unsupervised Adaptive Image Segmentation. In Proc. ICASSP, May 8-12 1995, Detroit, Michigan, USA.

11.

Z. Kato, J. Zerubia, M. Berthod: Unsupervised Parallel Image Classification Using a Hierarchical Markovian Model.Research Report 2528, INRIA, France, Apr. 1995.

12.

J. Zerubia, Z. Kato, M. Berthod: Multi-Temperature Annealing: a new approach for the energy-minimization of hierarchical Markov Random Field models. In Proc. ICPR-Computer Vision and Applications, Jerusalem, Oct. 1994.

13.

Z. Kato, M. Berthod, J. Zerubia: A hierarchical Markov random Field Model and Multi-Temperature Annealing for parallel image classification. Research Report 1938, INRIA, France, Aug. 1993.

14.

Z. Kato, M. Berthod, J. Zerubia: Multi-scale Markov Random Field models for parallel image classification. In Proc. ICCV, Berlin, May 1993.

15.

Z. Kato, M. Berthod, J. Zerubia: Parallel image classification using multi-scale Markov Random Fields. In Proc. ICASSP, Minneapolis, Apr. 1993.

16.

Z. Kato, J. Zerubia, M. Berthod: Bayesian image classification using Markov Random Fields. In A. Mohammad-Djafari and G. Demoments editors, Maximum Entropy and Bayesian Methods, pp375-382, Kluwer Academic Publisher, 1993.

17.

Z. Kato, J. Zerubia, M. Berthod: Image Classification Using Markov Random Fields with Two New Relaxation Methods: Deterministic Pseudo Annealing and Modified Metropolis Dynamics. Research Report 1606, INRIA, France, Feb. 1992.

18.

Z. Kato, J. Zerubia, M. Berthod: Satellite image classification using a Modified Metropolis Dynamics. In Proc. ICASSP, San-Francisco, California, USA, Mar. 1992.