Concepedia
Information Sciences · 2014 · 73 citations · 50 references
Sparse RepresentationEngineeringMachine LearningData SciencePattern RecognitionReproducing Kernel MethodKnowledge DiscoveryKernel Sparse RepresentationKernel Method
50
Compressed sensing
David L. Donoho · IEEE Transactions on Information Theory · 2006 · 22.8K citations
Image Analysis, Engineering, Image Coding +11
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
Face Detection, Sparse Representation, Machine Vision +14
$rm K$-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Representation
Michal Aharon, Michael Elad, Alfred M. Bruckstein⋆ · IEEE Transactions on Signal Processing · 2006 · 9.4K citations
Engineering, Machine Learning, Dictionary Atoms +17
Decoding by Linear Programming
Emmanuel J. Candès, Terence Tao · IEEE Transactions on Information Theory · 2005 · 7.2K citations
Mathematical Programming, Engineering, Fault Estimation +13
Stable signal recovery from incomplete and inaccurate measurements
Emmanuel J. Candès, Justin Romberg, Terence Tao · Communications on Pure and Applied Mathematics · 2006 · 7.1K citations
Numerical Analysis, Low-rank Approximation, Vector X 0 +14