M. Elad, Sparse and Redundant Representations, 2010.
DOI : 10.1007/978-1-4419-7011-4

URL : https://hal.archives-ouvertes.fr/inria-00568893

R. Rubinstein, A. M. Bruckstein, and M. Elad, Dictionaries for Sparse Representation Modeling, Proc. IEEE, pp.1045-1057, 2010.
DOI : 10.1109/JPROC.2010.2040551

URL : https://hal.archives-ouvertes.fr/inria-00565811

I. Tosic and P. Frossard, Dictionary Learning, IEEE Signal Processing Magazine, vol.28, issue.2, pp.27-38, 2011.
DOI : 10.1109/MSP.2010.939537

J. Mairal, F. Bach, and J. Ponce, Task-Driven Dictionary Learning, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.34, issue.4, pp.791-804, 2012.
DOI : 10.1109/TPAMI.2011.156

URL : https://hal.archives-ouvertes.fr/inria-00521534

J. A. Tropp and S. J. Wright, Computational Methods for Sparse Solution of Linear Inverse Problems, Proc. IEEE, pp.948-958, 2010.
DOI : 10.1109/JPROC.2010.2044010

K. E-n-g-a-n and S. O. , A a s e ,a n dJ .H a k on Husoy Method of optimal directions for frame design, Proc. IEEE ICASSP, pp.2443-2446, 1999.

M. Aharon, M. Elad, and A. Bruckstein, <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

W. Dai, T. Xu, and W. Wang, Dictionary learning and update based on simultaneous codeword optimization (SimCO), 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp.6340-6353, 2012.
DOI : 10.1109/ICASSP.2012.6288309

L. N. Smith and M. Elad, Improving Dictionary Learning: Multiple Dictionary Updates and Coefficient Reuse, IEEE Signal Processing Letters, vol.20, issue.1, pp.79-82, 2013.
DOI : 10.1109/LSP.2012.2229976

S. K. Sahoo and A. Makur, Dictionary Training for Sparse Representation as Generalization of K-Means Clustering, IEEE Signal Processing Letters, vol.20, issue.6, pp.587-590, 2013.
DOI : 10.1109/LSP.2013.2258912

J. A. Tropp and A. Gilbert, Signal Recovery From Random Measurements Via Orthogonal Matching Pursuit, IEEE Transactions on Information Theory, vol.53, issue.12, pp.4655-4666, 2007.
DOI : 10.1109/TIT.2007.909108

URL : http://authors.library.caltech.edu/9490/1/TROieeetit07.pdf