Conditionally specified distributions: an introduction, Statistical Science, vol.73, issue.3, pp.249-274, 2001. ,
DOI : 10.1007/978-1-4612-2912-4
Unified segmentation, NeuroImage, vol.26, issue.3, pp.839-851, 2005. ,
DOI : 10.1016/j.neuroimage.2005.02.018
Unsupervised image segmentation using triplet Markov fields, Computer Vision and Image Understanding, vol.99, issue.3, pp.476-498, 2005. ,
DOI : 10.1016/j.cviu.2005.04.003
URL : https://hal.archives-ouvertes.fr/hal-01347961
Spatial interaction and the statistical analysis of lattice systems, J. Roy. Statist. Soc. Ser. B, vol.36, issue.2, pp.192-236, 1974. ,
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
On the unification of line processes, outlier rejection, and robust statistics with applications in early vision, International Journal of Computer Vision, vol.8, issue.4, pp.57-91, 1996. ,
DOI : 10.1007/BF00131148
Convergence theorems of Generalized Alternating Minimization Procedures, J. Machine Learning Research, vol.6, pp.2049-2073, 2005. ,
A general probabilistic framework for clustering individuals and objects, Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining , KDD '00, pp.140-149, 2000. ,
DOI : 10.1145/347090.347119
EM procedures using mean field-like approximations for Markov model-based image segmentation, Pattern Recognition, vol.36, issue.1, pp.131-144, 2003. ,
DOI : 10.1016/S0031-3203(02)00027-4
URL : https://hal.archives-ouvertes.fr/inria-00072526
Design and construction of a realistic digital brain phantom, IEEE Transactions on Medical Imaging, vol.17, issue.3, pp.463-468, 1998. ,
DOI : 10.1109/42.712135
Measures of the Amount of Ecologic Association Between Species, Ecology, vol.26, issue.3, pp.297-302, 1945. ,
DOI : 10.2307/1932409
Bayesian Data Analysis, 2004. ,
Constrained restoration and the recovery of discontinuities, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.14, issue.3, pp.376-383, 1992. ,
DOI : 10.1109/34.120331
Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.6, issue.6, pp.721-741, 1984. ,
DOI : 10.1109/TPAMI.1984.4767596
Gibbs measures and phase transitions, 1988. ,
Dependency networks for inference, collaborative filtering and data visualization, J. Machine Learning Research, vol.1, pp.49-75, 2000. ,
Multimodal estimation of discontinuous optical flow using Markov random fields, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.15, issue.12, pp.1217-1232, 1993. ,
DOI : 10.1109/34.250841
URL : https://hal.archives-ouvertes.fr/inria-00075193
A global optimisation method for robust affine registration of brain images, Medical Image Analysis, vol.5, issue.2, pp.143-156, 2001. ,
DOI : 10.1016/S1361-8415(01)00036-6
An Introduction to Variational Methods for Graphical Models, Learning in Graphical Models, pp.105-162, 1999. ,
DOI : 10.1007/978-94-011-5014-9_5
Discriminative Random Fields, International Journal of Computer Vision, vol.21, issue.1, pp.179-201, 2006. ,
DOI : 10.1007/s11263-006-7007-9
The EM Algorithm and Extensions, 1996. ,
Cooperative disparity and object boundary estimation, 2008 15th IEEE International Conference on Image Processing, pp.1784-1787, 2008. ,
DOI : 10.1109/ICIP.2008.4712122
URL : https://hal.archives-ouvertes.fr/inria-00306582
A Bayesian model for joint segmentation and registration, NeuroImage, vol.31, issue.1, pp.31228-239, 2006. ,
DOI : 10.1016/j.neuroimage.2005.11.044
An efficient method for finding the minimum of a function of several variables without calculating derivatives, The Computer Journal, vol.7, issue.2, 1964. ,
DOI : 10.1093/comjnl/7.2.155
LOCUS: LOcal Cooperative Unified Segmentation of MRI Brain Scans, MICCAI 2007, pp.219-227, 2007. ,
DOI : 10.1007/978-3-540-75757-3_27
URL : https://hal.archives-ouvertes.fr/inserm-00402276
Distributed Local MRF Models for Tissue and Structure Brain Segmentation, IEEE Transactions on Medical Imaging, vol.28, issue.8, pp.1296-1307, 2009. ,
DOI : 10.1109/TMI.2009.2014459
URL : https://hal.archives-ouvertes.fr/inserm-00402265
Magnetic Resonance Image Tissue Classification Using a Partial Volume Model, NeuroImage, vol.13, issue.5, pp.856-876, 2001. ,
DOI : 10.1006/nimg.2000.0730
Stereo Matching Using Belief Propagation, IEEE trans. Pat. Anal. Mach. Intell, vol.25, pp.787-800, 2003. ,
DOI : 10.1007/3-540-47967-8_34
Automated model-based bias field correction of MR images of the brain, IEEE Transactions on Medical Imaging, vol.18, issue.10, pp.885-896, 1999. ,
DOI : 10.1109/42.811268
Simultaneous Truth and Performance Level Estimation (STAPLE): An Algorithm for the Validation of Image Segmentation, IEEE Transactions on Medical Imaging, vol.23, issue.7, pp.903-921, 2004. ,
DOI : 10.1109/TMI.2004.828354
Segmentation of brain MR images through a hidden Markov random field model and the expectation-maximization algorithm, IEEE Transactions on Medical Imaging, vol.20, issue.1, pp.45-47, 2001. ,
DOI : 10.1109/42.906424