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From group sparse coding to rank minimization: A novel denoising model for low-level image restoration

Yunyi Li, Guan Gui, Xiefeng Cheng

2020Signal Processing29 citationsDOI

Topics & Concepts

DeblurringInpaintingNoise reductionMathematicsLow-rank approximationMinificationMatrix normConvex optimizationRank (graph theory)AlgorithmImage restorationMathematical optimizationMatrix completionNeural codingArtificial intelligenceComputer scienceImage (mathematics)Image processingRegular polygonCombinatoricsQuantum mechanicsGaussianEigenvalues and eigenvectorsGeometryHankel matrixPhysicsMathematical analysisSparse and Compressive Sensing TechniquesPhotoacoustic and Ultrasonic ImagingImage and Signal Denoising Methods
From group sparse coding to rank minimization: A novel denoising model for low-level image restoration | Litcius