Low-Rank Modeling and Its Applications in Image Analysis
Zhou X, Yang C, Zhao H, Yu W. Low-Rank Modeling and Its Applications in Image Analysis. ACM Computing Surveys 2014, 47: 1-33. DOI: 10.1145/2674559.Peer-Reviewed Original ResearchLow-rank modelingLow-rank matrix recoveryExact low-rank matrix recoveryImage analysisMatrix recoveryClass of methodsComputer visionLow-rank matrixCollaborative filteringData miningArt algorithmsConvex programmingRank modelingMatrix completionNumerical experimentsAlgorithmGreat successRelated applicationsSignal processingModelingVariables of interestApplicationsMiningProgrammingMore attention