Concepedia
Computational Optimization and Applications · 2022 · 30 citations · 28 references
Open access
ComputingComputer ScienceComputer VisionMachine LearningOptimizationConstrained OptimizationDeep LearningOptimization For Machine LearningParameter OptimizationUnconstrained OptimizationVariational InferenceOptimization AlgorithmsPrior RegularizationRegularization
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Nonlinear total variation based noise removal algorithms
L. Rudin, Stanley Osher, Emad Fatemi · Physica D Nonlinear Phenomena · 1992 · 15.7K citations
Engineering, Mathematics, Computational Acoustics +11
Analysis of Discrete Ill-Posed Problems by Means of the L-Curve
Per Christian Hansen · SIAM Review · 1992 · 3.8K citations
Computing, Computer Science, Computational Geometry +15
Generalized Cross-Validation as a Method for Choosing a Good Ridge Parameter
Gene H. Golub, Michael T. Heath, Grace Wahba · Technometrics · 1979 · 3.8K citations
Computing, Biostatistics, Data Science +11
Low-Complexity Single-Image Super-Resolution based on Nonnegative Neighbor Embedding
Marco Bevilacqua, Aline Roumy, Christine Guillemot · 2012 · 2.7K citations · Full text
Computing, Computer Science, Computer Vision +14
Deep Convolutional Neural Network for Inverse Problems in Imaging
Kyong Hwan Jin, Michael T. McCann, Emmanuel Froustey et al. · IEEE Transactions on Image Processing · 2017 · 2.5K citations · Full text
Natural Sciences, Computer Science, Radiology +17