Emergence of simple-cell receptive field properties by learning a sparse code for natural images, Nature, vol.381, pp.607-609, 1996. ,
Dictionary Learning Algorithms for Sparse Representation, Neural Computation, vol.15, issue.2, pp.349-396, 2003. ,
DOI : 10.1162/089976601300014385
URL : http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2944020
<tex>$rm K$</tex>-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Representation, IEEE Transactions on Signal Processing, vol.54, issue.11, pp.4311-4322, 2006. ,
DOI : 10.1109/TSP.2006.881199
Sparse representations in unions of bases, IEEE Transactions on Information Theory, vol.49, issue.12, pp.3320-3325, 2003. ,
DOI : 10.1109/TIT.2003.820031
URL : https://hal.archives-ouvertes.fr/inria-00570057
Optimally sparse representation in general (nonorthogonal) dictionaries via ??1 minimization, Proceedings of the National Academy of Sciences, vol.100, issue.5, pp.2197-2202, 2003. ,
DOI : 10.1073/pnas.0437847100
URL : http://www.ncbi.nlm.nih.gov/pmc/articles/PMC153464
Stable signal recovery from incomplete and inaccurate measurements, Communications on Pure and Applied Mathematics, vol.7, issue.8, pp.1207-1223, 2006. ,
DOI : 10.1002/cpa.20124
Just relax: convex programming methods for identifying sparse signals in noise, IEEE Transactions on Information Theory, vol.52, issue.3, pp.1030-1051, 2006. ,
DOI : 10.1109/TIT.2005.864420
On the performance of orthogonal source separation algorithms, Proc. EUSIPCO, pp.776-779, 1994. ,
Sparse Component Analysis and Blind Source Separation of Underdetermined Mixtures, IEEE Transactions on Neural Networks, vol.16, issue.4, pp.992-996, 2005. ,
DOI : 10.1109/TNN.2005.849840
On the uniqueness of overcomplete dictionaries, and a practical way to retrieve them, Linear Algebra and its Applications, vol.416, issue.1, pp.48-67, 2006. ,
DOI : 10.1016/j.laa.2005.06.035
Blind Source Separation by Sparse Decomposition in a Signal Dictionary, Neural Computation, vol.1, issue.4, pp.863-882, 2001. ,
DOI : 10.1016/S0042-6989(97)00169-7
Dictionary learning for l1-exact sparse coding, " in Independent Component Analysis and Signal Separation, LNCS, vol.4666, pp.406-413, 2007. ,