Compressive Sensing Publications

Publications in Compressive Sensing

Explore the most influential research papers and scholarly works that have shaped Compressive Sensing. Use the concept filter below to focus on a specific sub-area of research.

Compressive Sensing

12.3K

Publications

882.8K

Citations

Showing yearly statistics from 2000-2026.

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	Year	Citations
Compressed sensing David L. Donoho IEEE Transactions on Information Theory Image AnalysisEngineeringImage CodingImage CompressionCompressive Sensing	2006	22.8K
Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information Emmanuel J. Candès, Justin Romberg, Terence Tao IEEE Transactions on Information Theory Statistical Signal ProcessingSparse RepresentationEngineeringUncertainty QuantificationRobust Uncertainty Principles	2006	15.6K
An Introduction To Compressive Sampling Emmanuel J. Candès, Michael B. Wakin IEEE Signal Processing Magazine Cs TheoryLossy CompressionSparse RepresentationEngineeringCompressed Sensing	2008	9.9K
Signal Recovery From Random Measurements Via Orthogonal Matching Pursuit Joel A. Tropp, Anna C. Gilbert IEEE Transactions on Information Theory Signal RecoverySparse RepresentationEngineeringStatistical Signal ProcessingOmp Algorithm	2007	9.6K
$rm K$-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Representation Michal Aharon, Michael Elad, Alfred M. Bruckstein⋆ IEEE Transactions on Signal Processing EngineeringMachine LearningDictionary AtomsAtomic DecompositionRm K	2006	9.4K
Matching pursuits with time-frequency dictionaries Stéphane Mallat, Zhifeng Zhang IEEE Transactions on Signal Processing Sparse RepresentationMachine VisionEngineeringData SciencePattern Recognition	1993	9K
Decoding by Linear Programming Emmanuel J. Candès, Terence Tao IEEE Transactions on Information Theory Mathematical ProgrammingEngineeringFault EstimationNatural ErrorUniform Uncertainty Principle	2005	7.2K
Stable signal recovery from incomplete and inaccurate measurements Emmanuel J. Candès, Justin Romberg, Terence Tao Communications on Pure and Applied Mathematics Numerical AnalysisLow-rank ApproximationVector X 0EngineeringSparse Representation	2006	7.1K
Atomic Decomposition by Basis Pursuit Scott Shaobing Chen, David L. Donoho, Michael A. Saunders SIAM Journal on Scientific Computing Spectral TheoryQuantum ScienceSpecial DictionariesEngineeringSparse Representation	1998	6.9K
Near-Optimal Signal Recovery From Random Projections: Universal Encoding Strategies? Emmanuel J. Candès, Terence Tao IEEE Transactions on Information Theory Universal Encoding StrategiesSparse RepresentationEngineeringMeasurementDigital Images	2006	6.8K
Emergence of simple-cell receptive field properties by learning a sparse code for natural images Bruno A. Olshausen, David J. Field Nature Sparse RepresentationImage AnalysisMachine VisionEngineeringCellular Neural Network	1996	5.8K
Image Super-Resolution Via Sparse Representation John Wright, Thomas S. Huang, Yi Ma IEEE Transactions on Image Processing EngineeringBiometricsImage StatisticsSuper-resolution ImagingImage Analysis	2010	5.2K

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