Michael Elad
Michael Elad
Professor of Computer Science, Technion, Israel
Verified email at cs.technion.ac.il - Homepage
TitleCited byYear
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
Image denoising via sparse and redundant representations over learned dictionaries
M Elad, M Aharon
IEEE Transactions on Image processing 15 (12), 3736-3745, 2006
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
Sparse and redundant representations: from theory to applications in signal and image processing
M Elad
Springer Science & Business Media, 2010
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, 2006
Fast and robust multiframe super resolution
S Farsiu, MD Robinson, M Elad, P Milanfar
IEEE transactions on image processing 13 (10), 1327-1344, 2004
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
Sparse representation for color image restoration
J Mairal, M Elad, G Sapiro
IEEE Transactions on image processing 17 (1), 53-69, 2008
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
Dictionaries for sparse representation modeling
R Rubinstein, AM Bruckstein, M Elad
Proceedings of the IEEE 98 (6), 1045-1057, 2010
On single image scale-up using sparse-representations
R Zeyde, M Elad, M Protter
International conference on curves and surfaces, 711-730, 2010
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
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
On the origin of the bilateral filter and ways to improve it
M Elad
IEEE Transactions on image processing 11 (10), 1141-1151, 2002
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
Optimized projections for compressed sensing
M Elad
IEEE Transactions on Signal Processing 55 (12), 5695-5702, 2007
Generalized Uncertainty Principle and Sparse Representation in Pairs of R^ N Bases
M Elad, AM Bruckstein
Computer Science Department, Technion, 2001
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, 2009
Efficient implementation of the K-SVD algorithm using batch orthogonal matching pursuit
R Rubinstein, M Zibulevsky, M Elad
Computer Science Department, Technion, 2008
On the role of sparse and redundant representations in image processing
M Elad, MAT Figueiredo, Y Ma
Proceedings of the IEEE 98 (6), 972-982, 2010
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