S. Belongie, C. Carson, H. Greenspan, and J. Malik, Color- and texture-based image segmentation using EM and its application to content-based image retrieval, Sixth International Conference on Computer Vision (IEEE Cat. No.98CH36271), pp.675-682, 1998.
DOI : 10.1109/ICCV.1998.710790

J. Besag, Statistical analysis of dirty pictures*, Journal of Applied Statistics, vol.6, issue.5-6, pp.259-302, 1986.
DOI : 10.1016/0031-3203(83)90012-2

J. Canny, A computational approach to edge detection, IEEE Transaction on Pattern Analysis Machine Intelligence, vol.8, pp.679-698, 1986.

C. Carson, M. Thomas, S. Belongie, J. M. Hellerstein, and J. Malik, Blobworld: A System for Region-Based Image Indexing and Retrieval, Third International Conference on Visual Information Systems, pp.509-516, 1999.
DOI : 10.1007/3-540-48762-X_63

C. M. Christoudias, B. Georgescu, and P. Meer, Synergism in low level vision, Object recognition supported by user interaction for service robots, pp.150-155, 2002.
DOI : 10.1109/ICPR.2002.1047421

D. Comaniciu and P. Meer, Mean shift: a robust approach toward feature space analysis, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.24, issue.5, pp.603-619, 2002.
DOI : 10.1109/34.1000236

C. D. Elia, G. Poggi, and G. Scarpa, A tree-structured Markov random field model for bayesian image segmentation, IEEE Transactions on Image Processing, vol.12, issue.10, pp.1259-1273, 2003.
DOI : 10.1109/TIP.2003.817257

Y. Deng and B. S. Manjunath, Unsupervised segmentation of color-texture regions in images and video, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.23, issue.8, pp.800-810, 2001.
DOI : 10.1109/34.946985

B. Fischer, C. J. Thies, M. O. Guld, and T. M. Lehmann, Content-based image retrieval by matching hierarchical attributed region adjacency graphs, Medical Imaging 2004: Image Processing, pp.598-606, 2004.
DOI : 10.1117/12.535294

S. Geman and D. Geman, Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images, IEEE Transactions on Pattern Analysis Machine Intelligence, vol.6, issue.6, pp.721-741, 1984.

A. Gersho and R. Gray, Vector quantization and signal compression, Kluwer, 1992.
DOI : 10.1007/978-1-4615-3626-0

M. Haindl and S. Mike?, Model-Based Texture Segmentation, Image Analysis and Recognition, pp.306-313, 2004.
DOI : 10.1007/978-3-540-30126-4_38

M. Haindl and S. Mike?, Colour Texture Segmentation Using Modelling Approach, Proc. 3th ICARP, pp.484-491, 2005.
DOI : 10.1007/11552499_54

M. Haindl and S. Mike?, Prague texture segmentation datagenerator benchmark, 2005.

S. Hese, Segmentation of forest stands in very high resolution stereo data, IGARSS 2001. Scanning the Present and Resolving the Future. Proceedings. IEEE 2001 International Geoscience and Remote Sensing Symposium (Cat. No.01CH37217), pp.1654-1656, 2001.
DOI : 10.1109/IGARSS.2001.977024

A. Hoover, G. Jean-baptiste, X. Jiang, P. J. Flynn, H. Bunke et al., An experimental comparison of range image segmentation algorithms, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.18, issue.7, pp.673-689, 1996.
DOI : 10.1109/34.506791

Z. Kato, T. C. Pong, and J. C. Lee, Color image segmentation and parameter estimation in a markovian framework, Pattern Recognition Letters, vol.22, issue.3-4, pp.3-4309, 2001.
DOI : 10.1016/S0167-8655(00)00106-9

S. Kullback, Information theory and statistics, 1968.

D. Martin, C. Fowlkes, D. Tal, and J. Malik, A database of human segmented natural images and its application to evaluating segmentation algorithms and measuring ecological statistics, Proceedings Eighth IEEE International Conference on Computer Vision. ICCV 2001, pp.416-423, 2001.
DOI : 10.1109/ICCV.2001.937655

P. Meer and B. Georgescu, Edge detection with embedded confidence, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.23, issue.12, pp.1351-1365, 2001.
DOI : 10.1109/34.977560

J. Munkres, Algorithms for the Assignment and Transportation Problems, Journal of the Society for Industrial and Applied Mathematics, vol.5, issue.1, pp.32-38, 1957.
DOI : 10.1137/0105003

W. D. Penny, Kullback-Leibler divergences of normal, gamma, Dirichlet and Wishart densities, 2001.

G. Poggi, G. Scarpa, and J. Zerubia, Supervised segmentation of remote sensing images based on a tree-structured MRF model, IEEE Transactions on Geoscience and Remote Sensing, vol.43, issue.8, pp.1901-1911, 2005.
DOI : 10.1109/TGRS.2005.852163

P. Salembier and L. Garrido, Binary partition tree as an efficient representation for image processing, segmentation, and information retrieval, IEEE Transactions on Image Processing, vol.9, issue.4, pp.561-576, 2000.
DOI : 10.1109/83.841934

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