Concepedia

Michael Elad

ME

Statistics

Publications

194

Citations

54.8K

H-Index

83

Active since

1997

Affiliations

Technion – Israel Institute of Technology(Current)

Stanford University

University of California, Santa Cruz

Michael Elad is an author at Technion – Israel Institute of Technology specializing in computer science, computing, and computer vision.

Publications per year

1997–2024

194

Publications

194

$rm K$-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Representation

Michal Aharon, Michael Elad, Alfred M. Bruckstein⋆ · IEEE Transactions on Signal Processing · 2006 · 9.5K citations

Computing, Computer Science, Data Mining +16

Image Denoising Via Sparse and Redundant Representations Over Learned Dictionaries

Michael Elad, Michal Aharon · IEEE Transactions on Image Processing · 2006 · 5.4K citations

Computing, Computer Science, Computer Vision +16

Optimally sparse representation in general (nonorthogonal) dictionaries via ℓ <sup>1</sup> minimization

David L. Donoho, Michael Elad · Proceedings of the National Academy of Sciences · 2003 · 2.9K citations · Full text

Computing, Computer Science, Mathematics +16

Stable recovery of sparse overcomplete representations in the presence of noise

David L. Donoho, Michael Elad, Vladimir Temlyakov · IEEE Transactions on Information Theory · 2005 · 2.2K citations

Computing, Computer Science, Mathematics +14

From Sparse Solutions of Systems of Equations to Sparse Modeling of Signals and Images

Alfred M. Bruckstein⋆, David L. Donoho, Michael Elad · SIAM Review · 2009 · 2.2K citations

Computing, Computer Science, Mathematics +13

1–5 of 194