Michael Elad

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Peyman MilanfarDistinguished Scientist, GoogleVerified email at google.com
Alfred BrucksteinOllendorff Chair in Science, Technion, IIT, Haifa, IsraelVerified email at cs.technion.ac.il
David DonohoProfessor f Statistics, Stanford UniversityVerified email at stanford.edu
Michael ZibulevskyAdjunct Professor of Computer Science, Technion - Israel Institute of TechnologyVerified email at cs.technion.ac.il
Yaniv RomanoAssistant Professor of Electrical Engineering and Computer Science, Technion, IsraelVerified email at technion.ac.il
Michal AharonDir Research at YahooVerified email at yahoo-inc.com
Sina FarsiuAnderson-Rupp Professor of Biomedical Engineering and Professor of Ophthalmology, DukeVerified email at duke.edu
Matan ProtterBigPandaVerified email at bigpanda.io
Jeremias SulamAssistant Professor, BME, Johns Hopkins UniversityVerified email at jhu.edu
Raja GiryesAssociate Professor, Tel Aviv UniversityVerified email at tauex.tau.ac.il
Jean-Luc StarckCEA, Département d'AstrophysiqueVerified email at cea.fr
Vardan PapyanAssistant Professor, University of TorontoVerified email at utoronto.ca
Ron KimmelProf. of CS (& ECE) Technion, CSO of Lumana, IsraelVerified email at cs.technion.ac.il
Yacov Hel-OrSchool of Computer Science, Reichman UniversityVerified email at runi.ac.il
Bahjat KawarCV/ML Researcher, AppleVerified email at campus.technion.ac.il
Michael (Miki) LustigProfessor of Electrical Engineering and Computer Science, UC BerkeleyVerified email at eecs.berkeley.edu
Amir AdlerAssociate Professor, Braude College of EngineeringVerified email at braude.ac.il
Julien MairalInria - Univ. Grenoble AlpesVerified email at inria.fr
Doron ShakedGE-HealthcareVerified email at gehealthcare.com
Gregory VaksmanPh.D. student, TechnionVerified email at campus.technion.ac.il

Michael Elad

Professor of Computer Science, Technion, Israel

Verified email at cs.technion.ac.il - Homepage

Generative Modeling Machine Learning Signal/Image Processing Inverse Problems Sparse Modeling


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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	12403	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	6641	2006
Sparse and redundant representations: from theory to applications in signal and image processing M Elad Springer Science & Business Media, 2010	4225	2010
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	4108	2012
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	3869	2003
Fast and robust multiframe super resolution S Farsiu, MD Robinson, M Elad, P Milanfar IEEE transactions on image processing 13 (10), 1327-1344, 2004	2959	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	2868	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	2795	2009
Sparse representation for color image restoration J Mairal, M Elad, G Sapiro IEEE Transactions on image processing 17 (1), 53-69, 2007	2216	2007
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	1833	2014
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	1702	1997
Dictionaries for sparse representation modeling R Rubinstein, AM Bruckstein, M Elad Proceedings of the IEEE 98 (6), 1045-1057, 2010	1693	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	1351	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	1230	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	1092	2002
Optimized projections for compressed sensing M Elad IEEE Transactions on Signal Processing 55 (12), 5695-5702, 2007	1064	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	1049	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	992	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	946	2004
The little engine that could: Regularization by denoising (RED) Y Romano, M Elad, P Milanfar SIAM Journal on Imaging Sciences 10 (4), 1804-1844, 2017	924	2017

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