2D sparse signal recovery via 2D orthogonal matching pursuit

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Image Analysis, Engineering, Image Coding +11

Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information

Emmanuel J. Candès, Justin Romberg, Terence Tao · IEEE Transactions on Information Theory · 2006 · 15.6K citations

Statistical Signal Processing, Sparse Representation, Engineering +15

Signal Recovery From Random Measurements Via Orthogonal Matching Pursuit

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Signal Recovery, Sparse Representation, Engineering +11

Decoding by Linear Programming

Emmanuel J. Candès, Terence Tao · IEEE Transactions on Information Theory · 2005 · 7.2K citations

Mathematical Programming, Engineering, Fault Estimation +13

Near-Optimal Signal Recovery From Random Projections: Universal Encoding Strategies?

Emmanuel J. Candès, Terence Tao · IEEE Transactions on Information Theory · 2006 · 6.8K citations

Universal Encoding Strategies, Sparse Representation, Engineering +11