Sparse representation for color image restoration (2007)

by Julien Mairal , Julien Mairal , Michael Elad , Michael Elad , Guillermo Sapiro , Guillermo Sapiro
Venue:the IEEE Trans. on Image Processing
Citations:105 - 27 self

Documents Related by Co-Citation

408 The K-SVD: An algorithm for designing of overcomplete dictionaries for sparse representations – M Aharon, M Elad, A M Bruckstein - 2006
268 Image denoising via sparse and redundant representations over learned dictionaries – M Elad, M Aharon - 2006
1660 Atomic decomposition by basis pursuit – Scott Shaobing Chen, David L. Donoho, Michael, A. Saunders - 1998
2010 A Wavelet Tour of Signal Processing – S Mallat - 1998
426 An iterative thresholding algorithm for linear inverse problems with a sparsity constraint – I Daubechies, M Defrise, C De-Mol - 2004
321 Robust face recognition via sparse representation,” (preprint – John Wright, Student Member, Allen Y. Yang, Arvind Ganesh, Student Member, S. Shankar Sastry, Yi Ma, Senior Member
51 Learning multiscale sparse representations for image and video restoration – Julien Mairal, Guillermo Sapiro, Michael Elad - 2007
534 Greed is Good: Algorithmic Results for Sparse Approximation – Joel A. Tropp - 2004
591 Sparse coding with an overcomplete basis set: a strategy employed by V1 – Bruno A. Olshausen, David J. Fieldt - 1997
1730 Compressed sensing – David L. Donoho
169 Linear spatial pyramid matching using sparse coding for image classification – Jianchao Yang, Kai Yu, Yihong Gong, Thomas Huang - 2009
368 Elad M 2003 Optimally sparse representation in general (non-orthogonal) dictionaries via ℓ 1 minimization – David L. Donoho, Michael Elad
47 Image denoising via learned dictionaries and sparse representation – Michael Elad, Michal Aharon - 2006
203 Efficient sparse coding algorithms – Honglak Lee, Alexis Battle, Rajat Raina, Andrew Y. Ng - 2007
89 Discriminative learned dictionaries for local image analysis – J Mairal, F Bach, J Ponce, G Sapiro, A Zisserman - 2008
99 Supervised Dictionary Learning – Julien Mairal, Francis Bach, Jean Ponce, Guillermo Sapiro, Andrew Zisserman, Thème Cog, Julien Mairal, Francis Bach, Jean Ponce, Guillermo Sapiro, Andrew Zisserman, Équipes-projets Willow, Ecole Normale Supérieure - 2008
346 Orthogonal matching pursuit: Recursive function approximation with applications to wavelet decomposition – Y. C. Pati, R. Rezaiifar, P. S. Krishnaprasad - 1993
184 Self-taught learning: Transfer learning from unlabeled data – Rajat Raina, Alexis Battle, Honglak Lee, Benjamin Packer, Andrew Y. Ng - 2007
350 Image denoising using a scale mixture of Gaussians in the wavelet domain – Javier Portilla, Vasily Strela, Martin J. Wainwright, Eero P. Simoncelli - 2003