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45.7K(top 10%)
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83(top 10%)
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2.0(top 20%)
impact factor
1.1K
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190(top 5%)
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Top Articles

#TitleJournalYearCitations
1A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse ProblemsSIAM Journal on Imaging Sciences20097,850
2The Split Bregman Method for L1-Regularized ProblemsSIAM Journal on Imaging Sciences20093,484
3A New Alternating Minimization Algorithm for Total Variation Image ReconstructionSIAM Journal on Imaging Sciences20081,547
4ASIFT: A New Framework for Fully Affine Invariant Image ComparisonSIAM Journal on Imaging Sciences20091,215
5Total Generalized VariationSIAM Journal on Imaging Sciences20101,187
6Bregman Iterative Algorithms for $\ell_1$-Minimization with Applications to Compressed SensingSIAM Journal on Imaging Sciences20081,121
7NESTA: A Fast and Accurate First-Order Method for Sparse RecoverySIAM Journal on Imaging Sciences2011787
8A Block Coordinate Descent Method for Regularized Multiconvex Optimization with Applications to Nonnegative Tensor Factorization and CompletionSIAM Journal on Imaging Sciences2013734
9Bregmanized Nonlocal Regularization for Deconvolution and Sparse ReconstructionSIAM Journal on Imaging Sciences2010550
10A General Framework for a Class of First Order Primal-Dual Algorithms for Convex Optimization in Imaging ScienceSIAM Journal on Imaging Sciences2010496
11The Little Engine That Could: Regularization by Denoising (RED)SIAM Journal on Imaging Sciences2017486
12Augmented Lagrangian Method, Dual Methods, and Split Bregman Iteration for ROF, Vectorial TV, and High Order ModelsSIAM Journal on Imaging Sciences2010478
13Fast Alternating Direction Optimization MethodsSIAM Journal on Imaging Sciences2014477
14A Fast Algorithm for Edge-Preserving Variational Multichannel Image RestorationSIAM Journal on Imaging Sciences2009442
15Phase Retrieval via Matrix CompletionSIAM Journal on Imaging Sciences2013391
16Compressive Sensing by Random ConvolutionSIAM Journal on Imaging Sciences2009361
17iPiano: Inertial Proximal Algorithm for Nonconvex OptimizationSIAM Journal on Imaging Sciences2014272
18A New Total Variation Method for Multiplicative Noise RemovalSIAM Journal on Imaging Sciences2009261
19Convergence Analysis of Primal-Dual Algorithms for a Saddle-Point Problem: From Contraction PerspectiveSIAM Journal on Imaging Sciences2012243
20Deep Convolutional Framelets: A General Deep Learning Framework for Inverse ProblemsSIAM Journal on Imaging Sciences2018243
21A Nonlocal Bayesian Image Denoising AlgorithmSIAM Journal on Imaging Sciences2013238
22A Nonlinear Inverse Scale Space Method for a Convex Multiplicative Noise ModelSIAM Journal on Imaging Sciences2008234
23Robust Video Restoration by Joint Sparse and Low Rank Matrix ApproximationSIAM Journal on Imaging Sciences2011228
24A Generalized Forward-Backward SplittingSIAM Journal on Imaging Sciences2013204
25A Total Variation Model for RetinexSIAM Journal on Imaging Sciences2011202
26Sparse Signal Reconstruction via Iterative Support DetectionSIAM Journal on Imaging Sciences2010200
27Stable Image Reconstruction Using Total Variation MinimizationSIAM Journal on Imaging Sciences2013194
28Video Inpainting of Complex ScenesSIAM Journal on Imaging Sciences2014193
29A Weighted Difference of Anisotropic and Isotropic Total Variation Model for Image ProcessingSIAM Journal on Imaging Sciences2015173
30Constrained Total Variation Deblurring Models and Fast Algorithms Based on Alternating Direction Method of MultipliersSIAM Journal on Imaging Sciences2013169
31Linearized Bregman Iterations for Frame-Based Image DeblurringSIAM Journal on Imaging Sciences2009164
32Efficient Reconstruction of Piecewise Constant Images Using Nonsmooth Nonconvex MinimizationSIAM Journal on Imaging Sciences2008155
33A Two-Stage Image Segmentation Method Using a Convex Variant of the Mumford--Shah Model and ThresholdingSIAM Journal on Imaging Sciences2013150
34A Fast Algorithm for Euler's Elastica Model Using Augmented Lagrangian MethodSIAM Journal on Imaging Sciences2011147
35A New Detail-Preserving Regularization SchemeSIAM Journal on Imaging Sciences2014141
36Analysis and Generalizations of the Linearized Bregman MethodSIAM Journal on Imaging Sciences2010138
372D Empirical Transforms. Wavelets, Ridgelets, and Curvelets RevisitedSIAM Journal on Imaging Sciences2014138
38Higher Order Positive Semidefinite Diffusion Tensor ImagingSIAM Journal on Imaging Sciences2010136
39Image Denoising Using Mean Curvature of Image SurfaceSIAM Journal on Imaging Sciences2012136
40On Iteratively Reweighted Algorithms for Nonsmooth Nonconvex Optimization in Computer VisionSIAM Journal on Imaging Sciences2015136
41A Convex Approach to Minimal PartitionsSIAM Journal on Imaging Sciences2012133
42An Accelerated Linearized Alternating Direction Method of MultipliersSIAM Journal on Imaging Sciences2015132
43A Bilevel Optimization Approach for Parameter Learning in Variational ModelsSIAM Journal on Imaging Sciences2013131
44Restoration of Images Corrupted by Impulse Noise and Mixed Gaussian Impulse Noise Using Blind InpaintingSIAM Journal on Imaging Sciences2013129
45Coherence Pattern–Guided Compressive Sensing with Unresolved GridsSIAM Journal on Imaging Sciences2012125
46Global Solutions of Variational Models with Convex RegularizationSIAM Journal on Imaging Sciences2010124
47Three-Dimensional Structure Determination from Common Lines in Cryo-EM by Eigenvectors and Semidefinite ProgrammingSIAM Journal on Imaging Sciences2011124
48Inertial Proximal Alternating Linearized Minimization (iPALM) for Nonconvex and Nonsmooth ProblemsSIAM Journal on Imaging Sciences2016123
49A New Convex Optimization Model for Multiplicative Noise and Blur RemovalSIAM Journal on Imaging Sciences2014119
50Cahn–Hilliard Inpainting and a Generalization for Grayvalue ImagesSIAM Journal on Imaging Sciences2009118