K-SVD: An algorithm for designing overcomplete dictionaries for sparse representation M Aharon, M Elad, A Bruckstein Signal Processing, IEEE Transactions on 54 (11), 4311-4322, 2006 | 12080 | 2006 |
Image denoising via sparse and redundant representations over learned dictionaries M Elad, M Aharon IEEE Transactions on Image processing 15 (12), 3736-3745, 2006 | 6469 | 2006 |
Sparse and redundant representations: from theory to applications in signal and image processing M Elad Springer Science & Business Media, 2010 | 4091 | 2010 |
Optimally sparse representation in general (nonorthogonal) dictionaries via ℓ1 minimization DL Donoho, M Elad Proceedings of the National Academy of Sciences 100 (5), 2197-2202, 2003 | 3796 | 2003 |
On single image scale-up using sparse-representations R Zeyde, M Elad, M Protter Curves and Surfaces: 7th International Conference, Avignon, France, June 24 …, 2012 | 3736 | 2012 |
Fast and robust multiframe super resolution S Farsiu, MD Robinson, M Elad, P Milanfar IEEE transactions on image processing 13 (10), 1327-1344, 2004 | 2902 | 2004 |
Stable recovery of sparse overcomplete representations in the presence of noise DL Donoho, M Elad, VN Temlyakov IEEE Transactions on information theory 52 (1), 6-18, 2005 | 2834 | 2005 |
From sparse solutions of systems of equations to sparse modeling of signals and images AM Bruckstein, DL Donoho, M Elad SIAM review 51 (1), 34-81, 2009 | 2739 | 2009 |
Sparse representation for color image restoration J Mairal, M Elad, G Sapiro IEEE Transactions on image processing 17 (1), 53-69, 2007 | 2170 | 2007 |
Restoration of a single superresolution image from several blurred, noisy, and undersampled measured images M Elad, A Feuer IEEE transactions on image processing 6 (12), 1646-1658, 1997 | 1674 | 1997 |
Dictionaries for sparse representation modeling R Rubinstein, AM Bruckstein, M Elad Proceedings of the IEEE 98 (6), 1045-1057, 2010 | 1635 | 2010 |
ESPIRiT—an eigenvalue approach to autocalibrating parallel MRI: where SENSE meets GRAPPA M Uecker, P Lai, MJ Murphy, P Virtue, M Elad, JM Pauly, SS Vasanawala, ... Magnetic resonance in medicine 71 (3), 990-1001, 2014 | 1621 | 2014 |
Image decomposition via the combination of sparse representations and a variational approach JL Starck, M Elad, DL Donoho IEEE transactions on image processing 14 (10), 1570-1582, 2005 | 1325 | 2005 |
Simultaneous cartoon and texture image inpainting using morphological component analysis (MCA) M Elad, JL Starck, P Querre, DL Donoho Applied and computational harmonic analysis 19 (3), 340-358, 2005 | 1217 | 2005 |
On the origin of the bilateral filter and ways to improve it M Elad IEEE Transactions on image processing 11 (10), 1141-1151, 2002 | 1065 | 2002 |
Optimized projections for compressed sensing M Elad IEEE Transactions on Signal Processing 55 (12), 5695-5702, 2007 | 1028 | 2007 |
Efficient implementation of the K-SVD algorithm using batch orthogonal matching pursuit R Rubinstein, M Zibulevsky, M Elad Cs Technion 40 (8), 1-15, 2008 | 1025 | 2008 |
A variational framework for retinex R Kimmel, M Elad, D Shaked, R Keshet, I Sobel International Journal of computer vision 52, 7-23, 2003 | 954 | 2003 |
Advances and challenges in super‐resolution S Farsiu, D Robinson, M Elad, P Milanfar International Journal of Imaging Systems and Technology 14 (2), 47-57, 2004 | 923 | 2004 |
Generalizing the nonlocal-means to super-resolution reconstruction M Protter, M Elad, H Takeda, P Milanfar IEEE Transactions on image processing 18 (1), 36-51, 2008 | 895 | 2008 |