Michael Elad

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Peyman MilanfarPrincipal Scientist / Director, Google ResearchVerified email at google.com
Alfred BrucksteinOllendorff Chair in Science, Technion, IIT, Haifa, IsraelVerified email at cs.technion.ac.il
Michael ZibulevskyAdjunct Professor of Computer Science, Technion - Israel Institute of TechnologyVerified email at cs.technion.ac.il
Michal AharonDir Research at YahooVerified email at yahoo-inc.com
Sina FarsiuProfessor of Biomedical Engineering and Ophthalmology, DukeVerified email at duke.edu
Yaniv RomanoAssistant Professor of Electrical Engineering and Computer Science, Technion, IsraelVerified email at technion.ac.il
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, Department of Mathematics, University of TorontoVerified email at utoronto.ca
Ron KimmelProf. of CS (& ECE) Technion, CSO of Lumix.AI, IsraelVerified email at cs.technion.ac.il
Yacov Hel-OrSchool of Computer Science, Reichman University (former IDC)Verified email at idc.ac.il
Julien MairalInria - Univ. Grenoble AlpesVerified email at inria.fr
Guillermo SapiroJames B. Duke Professor, Duke University; Distinguished Engineer, Health AI Lead, Apple, Inc.Verified email at duke.edu
Amir AdlerSenior Lecturer, Braude College of EngineeringVerified email at braude.ac.il
Doron ShakedSenior Researcher, GE/GRCVerified email at ge.com
Vladimir TemlyakovUniversity of South CarolinaVerified email at math.sc.edu
Rémi GribonvalInria & ENS de LyonVerified email at ens-lyon.fr
Michael (Miki) LustigProfessor of Electrical Engineering and Computer Science, UC BerkeleyVerified email at eecs.berkeley.edu

Michael Elad

Professor of Computer Science, Technion, Israel

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

Machine Learning Image Processing Signal Processing Inverse Problems Sparse Representations


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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	11195	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	6044	2006
Sparse and redundant representations: from theory to applications in signal and image processing M Elad springer 2 (1), 1094-1097, 2010	3716	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	3563	2003
On single image scale-up using sparse-representations R Zeyde, M Elad, M Protter International conference on curves and surfaces, 711-730, 2010	2845	2010
Fast and robust multiframe super resolution S Farsiu, MD Robinson, M Elad, P Milanfar IEEE transactions on image processing 13 (10), 1327-1344, 2004	2736	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	2702	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	2589	2009
Sparse representation for color image restoration J Mairal, M Elad, G Sapiro IEEE Transactions on image processing 17 (1), 53-69, 2007	2023	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	1607	1997
Dictionaries for sparse representation modeling R Rubinstein, AM Bruckstein, M Elad Proceedings of the IEEE 98 (6), 1045-1057, 2010	1545	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	1235	2005
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	1206	2014
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	1170	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	999	2002
Optimized projections for compressed sensing M Elad IEEE Transactions on Signal Processing 55 (12), 5695-5702, 2007	962	2007
Efficient implementation of the K-SVD algorithm using batch orthogonal matching pursuit R Rubinstein, M Zibulevsky, M Elad Computer Science Department, Technion, 2008	950	2008
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	857	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	852	2008
A variational framework for retinex R Kimmel, M Elad, D Shaked, R Keshet, I Sobel International Journal of computer vision 52 (1), 7-23, 2003	841	2003

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