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| [1] | Zoltan Kato, Josiane Zerubia, Markov random fields in image segmentation, of Foundations and Trends in Signal Processing, 2012, Now Publishers. (164 pages)
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| [1] | Csaba Benedek, Maha Shadaydeh, Zoltan Kato, Tamas Sziranyi, Josiane Zerubia, Multilayer Markov Random Field Models for Change Detection in Optical Remote Sensing Images, In ISPRS Journal of Photogrammetry and Remote Sensing, volume 107, pp. 22-37, 2015.
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| [2] | Csaba Benedek, Tamas Sziranyi, Zoltan Kato, Josiane Zerubia, Detection of Object Motion Regions in Aerial Image Pairs with a Multilayer Markovian Model, In IEEE Transactions on Image Processing, volume 18, no. 10, pp. 2303-2315, 2009, IEEE.
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| [3] | Peter Horvath, Ian Jermyn, Zoltan Kato, Josiane Zerubia, A higher-order active contour model of a `gas of circles' and its application to tree crown extraction, In Pattern Recognition, volume 42, no. 5, pp. 699-709, 2009, Elsevier.
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| [4] | Josiane Zerubia, André Jalobeanu, Zoltan Kato, Markov random fields in image processing, application to remote sensing and astrophysics, In Journal de Physique, EDP Sciences, volume IV, no. 12, pp. 117-136, 2002.
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| [5] | Tamas Sziranyi, Josiane Zerubia, Laszlo Czuni, David Geldreich, Zoltan Kato, Image Segmentation Using Markov Random Field Model in Fully Parallel Cellular Network Architectures, In Real Time Imaging, volume 6, no. 3, pp. 195-211, 2000.
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| [6] | Zoltan Kato, Josiane Zerubia, Mark Berthod, Unsupervised Parallel Image Classification Using Markovian Models, In Pattern Recognition, volume 32, no. 4, pp. 591-604, 1999.
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| [7] | 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.
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| [8] | 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.
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| [9] | 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.
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| [1] | Praveer Singh, Zoltan Kato, Josiane Zerubia, A Multilayer Markovian Model for Change Detection in Aerial Image Pairs with Large Time Differences, In Proceedings of International Conference on Pattern Recognition, Stockholm, Sweden, pp. 924-929, 2014, IEEE.
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| [2] | Csaba Benedek, Tamas Sziranyi, Zoltan Kato, Josiane Zerubia, A Multi-Layer MRF Model for Object-Motion Detection in Uregistered Airborne Image-Pairs, In Proceedings of International Conference on Image Processing, volume VI, San Antonio, Texas, USA, pp. 141-144, 2007, IEEE.
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| [3] | Peter Horvath, Ian Jermyn, Zoltan Kato, Josiane Zerubia, An improved `gas of circles' higher-order active contour model and its application to tree crown extraction, In Proceedings of Indian Conference on Computer Vision, Graphics and Image Processing (Prem Kalra, Shmuel Peleg, eds.), volume 4338 of Lecture Notes in Computer Science, Madurai, India, pp. 152-161, 2006, Springer.
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| [4] | Peter Horvath, Ian Jermyn, Zoltan Kato, Josiane Zerubia, A Higher-Order Active Contour Model for Tree Detection, In Proceedings of International Conference on Pattern Recognition, volume 2, Hong Kong, China, pp. 130-133, 2006, IEEE.
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| [5] | Tamas Sziranyi, Josiane Zerubia, David Geldreich, Zoltan Kato, Cellular Neural Network in Markov Random Field Image Segmentation, In Proceedings of International Workshop on Cellular Neural Networks and their Applications, Seville, Spain, pp. 139-144, 1996.
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| [6] | 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.
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| [7] | 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.
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| [8] | 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.
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| [9] | 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.
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| [10] | 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.
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| [11] | 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.
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| [12] | 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.
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| [13] | 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.
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