Image and signal restoration using pairwise Markov trees

IEEE Workshop on Statistical Signal Processing Proceedings

Volumn 2003-January, Issue , 2003, Pages 174-177

  Monfrini, E ^a   Lecomte, J ^b   Desbouvries, F ^b   Pieczynski, W ^b  

^a UNIVERSITÉ LYON 1   (France)

^b INSTITUT TELECOM   (France)

Author keywords

Hidden Markov models; Image processing; Image restoration; Image segmentation; Sections; Signal processing; Signal restoration; Stochastic processes

Indexed keywords

CONTROL SYSTEM ANALYSIS; HIDDEN MARKOV MODELS; IMAGE PROCESSING; IMAGE RECONSTRUCTION; IMAGE SEGMENTATION; MARKOV PROCESSES; RANDOM PROCESSES; RESTORATION; SIGNAL ANALYSIS; SIGNAL RECONSTRUCTION; STOCHASTIC MODELS; STOCHASTIC SYSTEMS; TRELLIS CODES;

HIDDEN MARKOV TREE; LINEAR GAUSSIAN MODEL; PAIRWISE MARKOV TREES; SECTIONS; SIGNAL RESTORATION; STATISTICAL RESTORATIONS; UNSUPERVISED IMAGE SEGMENTATION;

SIGNAL PROCESSING;

EID: 84947565260     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SSP.2003.1289372     Document Type: Conference Paper

References (12)

1. K. C. Chou, A. S. Willsky & A. Benveniste, Multiscale recursive estimation, data fusion, and regularization, IEEE tr. Autom. Control, Vol. 39, N. 3, pp. 464-78, March 1994
2. F. Desbouvries and W. Pieczynski, Particle Filtering in Pairwise and Triplet Markov Chains, Proceedings of the IEEE - EURASIP Workshop on Nonlinear Signal and Image Processing (NSIP 2003), Grado-Gorizia, Italy, June 8-11, 2003.
3. R.E. Kalman, A new approach to linear filtering and prediction problems, J. Basic Eng., Trans. ASME, Series D, Vol. 82, N. 1, pp. 35-45, 1960
4. J.-M. Laferté, P. Pérez, and F. Heitz, Discrete Markov image modeling and inference on the quadtree, IEEE Trans. on Image Processing, Vol. 9, No 3, pp. 390-404, 2000.
5. R. S. Lipster and A. N. Shiryaev, Statistics of Random Processes, Vol. 2 : Applications, chapter 13 : "Conditionally Gaussian sequences : filtering and related problems", Springer Verlag, Berlin, 2001.
6. W. Pieczynski and A.-N. Tebbache, Pairwise Markov random fields and segmentation of textured images, Machine Graphics and Vision, Vol. 9, No. 3, pp. 705-718, 2000.
7. W. Pieczynski, Arbres de Markov Couple - Pairwise Markov Trees, Comptes Rendus de l'Académie des Sciences -Mathématique, Paris, Ser. I 335, pp. 79-82, 2002.
8. W. Pieczynski, Arbres de Markov Triplet et fusion de Dempster-Shafer - Triplet Markov Trees and Dempster-Shafer fusion, Comptes Rendus de l'Académie des Sciences - Mathématique, Ser. I 336, pp. 869-872, 2003.
9. W. Pieczynski and F. Desbouvries, Kalman Filtering using Pairwise Gaussian Models, International Conference on Acoustics, Speech and Signal Processing (ICASSP 03), HongKong, April 2003.
10. W. Pieczynski, Pairwise Markov Chains, IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol. 25, No. 5, pp. 634-639, 2003.
11. J. Whittaker, Graphical models in applied multivariate statistics, Wiley, 1990.
12. A. S. Willsky, Multiresolution Markov models for signal and image processing, Proceedings of IEEE, Vol. 90, No. 8, pp. 1396-1458, 2002.