Standout Papers

$rm K$-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Repres... 2003 2026 2010 2018 4.9k
  1. $rm K$-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Representation (2006)
    Michal Aharon, Michael Elad et al. IEEE Transactions on Signal Processing
  2. Image Denoising Via Sparse and Redundant Representations Over Learned Dictionaries (2006)
    Michael Elad, Michal Aharon IEEE Transactions on Image Processing
  3. Optimally sparse representation in general (nonorthogonal) dictionaries via ℓ 1 minimization (2003)
    David L. Donoho, Michael Elad Proceedings of the National Academy of Sciences
  4. From Sparse Solutions of Systems of Equations to Sparse Modeling of Signals and Images (2009)
    Alfred M. Bruckstein⋆, David L. Donoho et al. SIAM Review
  5. Stable recovery of sparse overcomplete representations in the presence of noise (2005)
    David L. Donoho, Michael Elad et al. IEEE Transactions on Information Theory
  6. Sparse and Redundant Representations : From Theory to Applications in Signal and Image Processing (2010)
    Michael Elad CERN Document Server (European Organization for Nuclear Research)
  7. Fast and Robust Multiframe Super Resolution (2004)
    Sina Farsiu, Michael D. Robinson et al. IEEE Transactions on Image Processing
  8. Sparse Representation for Color Image Restoration (2007)
    Julien Mairal, Michael Elad et al. IEEE Transactions on Image Processing
  9. ESPIRiT—an eigenvalue approach to autocalibrating parallel MRI: Where SENSE meets GRAPPA (2013)
    Martin Uecker, Peng Lai et al. Magnetic Resonance in Medicine
  10. Dictionaries for Sparse Representation Modeling (2010)
    Ron Rubinstein, Alfred M. Bruckstein⋆ et al. Proceedings of the IEEE
  11. Image decomposition via the combination of sparse representations and a variational approach (2005)
    Jean‐Luc Starck, Michael Elad et al. IEEE Transactions on Image Processing
  12. Restoration of a single superresolution image from several blurred, noisy, and undersampled measured images (1997)
    Michael Elad, Arie Feuer IEEE Transactions on Image Processing
  13. Simultaneous cartoon and texture image inpainting using morphological component analysis (MCA) (2005)
    Michael Elad, Jean‐Luc Starck et al. Applied and Computational Harmonic Analysis
  14. Optimized Projections for Compressed Sensing (2007)
    Michael Elad IEEE Transactions on Signal Processing
  15. Generalizing the Nonlocal-Means to Super-Resolution Reconstruction (2008)
    Matan Protter, Michael Elad et al. IEEE Transactions on Image Processing
  16. The Little Engine That Could: Regularization by Denoising (RED) (2017)
    Yaniv Romano, Michael Elad et al. SIAM Journal on Imaging Sciences
  17. On the Role of Sparse and Redundant Representations in Image Processing (2010)
    Michael Elad, Mário A. T. Figueiredo et al. Proceedings of the IEEE
  18. Analysis versus synthesis in signal priors (2007)
    Michael Elad, Peyman Milanfar et al. Inverse Problems

Immediate Impact

5 by Nobel laureates 25 from Science/Nature 156 standout
Sub-graph 1 of 20

Citing Papers

Dictionary learning for integrative, multimodal and scalable single-cell analysis
2023 Standout
Geometric constraints on human brain function
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2 intermediate papers

Works of Michael Elad being referenced

Applications of Sparse Representation and Compressive Sensing [Scanning the Issue]
2010
Dictionaries for Sparse Representation Modeling
2010 Standout
and 2 more

Author Peers

Author Last Decade Papers Cites
Michael Elad 16858 10908 4186 7152 148 28.3k
Stéphane Mallat 18433 5723 6361 5793 93 38.7k
Eero P. Simoncelli 26209 3081 2902 11211 148 44.2k
Michaël Unser 11868 4519 2400 3425 654 29.5k
Zhou Wang 33125 3113 3185 15837 273 45.4k
Richard G. Baraniuk 6796 7883 3554 2519 337 20.7k
Tony F. Chan 14288 9745 603 2883 348 32.1k
Guillermo Sapiro 12649 5117 1445 3100 292 23.5k
Yi Ma 9181 5536 1906 3024 160 22.2k
Martin Vetterli 13528 3773 7053 4756 566 24.7k
Emmanuel J. Candès 18319 30426 9196 5472 125 54.7k

All Works

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2026