A hierarchical finite-state model for texture segmentation

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn 1, Issue , 2007, Pages

  Scarpa, Giuseppe ^a,b,c   Haindl, Michal ^b   Zerubia, Josiane ^a  

^a UNIVERSITY OF NICE SOPHIA ANTIPOLIS   (France)

^b INSTITUTE OF MATHEMATICS   (Czech Republic)

^c UNIVERSITY OF NAPLES FEDERICO II   (Italy)

Author keywords

Classification; Co occurrence matrix; Markov chain; Segmentation; Structural models; Texture synthesis

Indexed keywords

ALGORITHMS; CLASSIFICATION (OF INFORMATION); HIERARCHICAL SYSTEMS; IMAGE SEGMENTATION; MARKOV PROCESSES;

CO-OCCURRENCE MATRIX; STRUCTURAL MODELS; TEXTURE FRAGMENTATION AND RECONSTRUCTION (TFR); TEXTURE SYNTHESIS;

FINITE AUTOMATA;

EID: 34547530757     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2007.366131     Document Type: Conference Paper

References (9)

1. C.Carson, M.Thomas, S.Belongie, J.M.Hellerstein, and J.Malik, "Blobworld: A system for region-based image indexing and retrieval," in 3th ICVlS, 1999.
2. C. D'Elia, G. Poggi, and G. Scarpa, "A tree-structured Markov random field model for Bayesian image segmentation," IEEE Trans. on IP, vol. 12, no. 10, pp. 1259-1273, Oct. 2003.
3. M.Haindl and S.Mikeš, "Colour texture segmentation using modelling approach," in Proc. ICAPR (2), 2005, pp. 484-491.
4. G. Poggi, G. Scarpa, and J. Zerubia, "Supervised segmentation of remote-sensing images based on a tree-structured MRF model," IEEE Trans. on GRS, vol. 43, no. 8, pp. 1901-1911, August 2005.
5. S. Mikeš and. M. Haindl, "Prague texture segmentation data generator and benchmark" ERCIM News, no. 64, pp. 67-68, 2006. http://mosaic.utia.cas.cz.
6. M. Haindl and S. Mikeš, "Model-based texture segmentation," in Image Analysis and Recognition, A. Campilho and M. Kamel, Eds., Berlin, 2004, LNCS 3212, pp. 306-313, Springer-Verlag.
7. Y. Deng and B. S. Manjunath, "Unsupervised segmentation of color-texture regions in images and video," IEEE Trans. on PAMI, vol. 23, no. 8, pp. 800-810, 2001.
8. C.M. Christoudias, B. Georgescu, and P. Meer, "Synergism in low level vision," in 16th ICPR, 2002.
9. W.D.Penny, "Kullback-Liebler divergences of normal, gamma, dirichlet and wishart densities," Tech. rep., Wellcome Dep. Imag, Neurosc., Univ. College Longon, 2001.