Time warp invariant kSVD: Sparse coding and dictionary learning for time series under time warp

Compressed sensing

David L. Donoho · IEEE Transactions on Information Theory · 2006 · 23.1K citations

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

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Robust Face Recognition via Sparse Representation

John Wright, A. Yang, Arvind Ganesh et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2009 · 9.5K citations · Full text

Computing, Computer Science, Computer Vision +16

Matching pursuits with time-frequency dictionaries

Stéphane Mallat, Zhifeng Zhang · IEEE Transactions on Signal Processing · 1993 · 9.1K citations

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Image Denoising Via Sparse and Redundant Representations Over Learned Dictionaries

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

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