M. Elad and M. Aharon, Image Denoising Via Learned Dictionaries and Sparse representation, 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Volume 1 (CVPR'06), pp.895-900, 2006.
DOI : 10.1109/CVPR.2006.142

J. Wright and A. Yang, Robust Face Recognition via Sparse Representation, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.31, issue.2, pp.210-227, 2009.
DOI : 10.1109/TPAMI.2008.79

J. Mairal and J. Ponce, Supervised dictionary learning, NIPS, pp.1033-1040, 2009.
URL : https://hal.archives-ouvertes.fr/inria-00322431

N. Weiss, Multiple Sclerosis Lesion Segmentation Using Dictionary Learning and Sparse Coding, MIC- CAI 2013, pp.735-742
DOI : 10.1007/978-3-642-40811-3_92

H. Deshpande, Detection of multiple sclerosis lesions using sparse representations and dictionary learning, MICCAI STMI Workshop, pp.71-79
URL : https://hal.archives-ouvertes.fr/hal-01087339

X. Lladó, Segmentation of multiple sclerosis lesions in brain MRI: A review of automated approaches, Information Sciences, vol.186, issue.1, pp.164-185, 2012.
DOI : 10.1016/j.ins.2011.10.011

I. Ramirez and G. Sapiro, An MDL Framework for Sparse Coding and Dictionary Learning, IEEE Transactions on Signal Processing, vol.60, issue.6, pp.2913-2927, 2012.
DOI : 10.1109/TSP.2012.2187203

S. Chen and D. Donoho, Atomic Decomposition by Basis Pursuit, SIAM Journal on Scientific Computing, vol.20, issue.1, pp.33-61, 1998.
DOI : 10.1137/S1064827596304010

J. Ashburner and K. Friston, Unified segmentation, NeuroImage, vol.26, issue.3, pp.839-851, 2005.
DOI : 10.1016/j.neuroimage.2005.02.018

N. Tustison and B. Avants, N4ITK: Improved N3 Bias Correction, IEEE Transactions on Medical Imaging, vol.29, issue.6, pp.1310-1320, 2010.
DOI : 10.1109/TMI.2010.2046908
URL : http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3071855

P. Coupe, An Optimized Blockwise Nonlocal Means Denoising Filter for 3-D Magnetic Resonance Images, IEEE Transactions on Medical Imaging, vol.27, issue.4, pp.425-441, 2008.
DOI : 10.1109/TMI.2007.906087
URL : https://hal.archives-ouvertes.fr/inserm-00169658

W. Wells, I. , and P. Viola, Multi-modal volume registration by maximization of mutual information, Medical Image Analysis, vol.1, issue.1, pp.35-51, 1996.
DOI : 10.1016/S1361-8415(01)80004-9

S. Smith, Fast robust automated brain extraction, Human Brain Mapping, vol.20, issue.3, pp.143-155, 2002.
DOI : 10.1002/hbm.10062

J. Mairal and F. Bach, Online dictionary learning for sparse coding, Proceedings of the 26th Annual International Conference on Machine Learning, ICML '09, 2009.
DOI : 10.1145/1553374.1553463