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Michael Elad
Michael Elad
Professor of Computer Science, Technion, Israel
Email confirmado em cs.technion.ac.il - Página inicial
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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
113882006
Image denoising via sparse and redundant representations over learned dictionaries
M Elad, M Aharon
IEEE Transactions on Image processing 15 (12), 3736-3745, 2006
61392006
Sparse and redundant representations: from theory to applications in signal and image processing
M Elad
springer 2 (1), 1094-1097, 2010
37962010
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
32932003
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
30042012
Fast and robust multiframe super resolution
S Farsiu, MD Robinson, M Elad, P Milanfar
IEEE transactions on image processing 13 (10), 1327-1344, 2004
27712004
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
27372005
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
26252009
Sparse representation for color image restoration
J Mairal, M Elad, G Sapiro
IEEE Transactions on image processing 17 (1), 53-69, 2007
20592007
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
16161997
Dictionaries for sparse representation modeling
R Rubinstein, AM Bruckstein, M Elad
Proceedings of the IEEE 98 (6), 1045-1057, 2010
15532010
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
12722014
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
12562005
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
11812005
On the origin of the bilateral filter and ways to improve it
M Elad
IEEE Transactions on image processing 11 (10), 1141-1151, 2002
10132002
Optimized projections for compressed sensing
M Elad
IEEE Transactions on Signal Processing 55 (12), 5695-5702, 2007
9772007
Efficient implementation of the K-SVD algorithm using batch orthogonal matching pursuit
R Rubinstein, M Zibulevsky, M Elad
Computer Science Department, Technion, 2008
9702008
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
8752004
A variational framework for retinex
R Kimmel, M Elad, D Shaked, R Keshet, I Sobel
International Journal of computer vision 52, 7-23, 2003
8712003
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
8642008
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