| A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems | 2009/01/01 | English | 5,466 |
| The Split Bregman Method for L1-Regularized Problems | 2009/01/01 | English | 2,508 |
| A New Alternating Minimization Algorithm for Total Variation Image Reconstruction | 2008/01/01 | English | 1,086 |
| Total Generalized Variation | 2010/01/01 | English | 819 |
| Bregman Iterative Algorithms for $\ell_1$-Minimization with Applications to Compressed Sensing | 2008/01/01 | English | 800 |
| ASIFT: A New Framework for Fully Affine Invariant Image Comparison | 2009/01/01 | English | 610 |
| A Block Coordinate Descent Method for Regularized Multiconvex Optimization with Applications to Nonnegative Tensor Factorization and Completion | 2013/01/01 | English | 561 |
| NESTA: A Fast and Accurate First-Order Method for Sparse Recovery | 2011/01/01 | English | 526 |
| Bregmanized Nonlocal Regularization for Deconvolution and Sparse Reconstruction | 2010/01/01 | English | 416 |
| Augmented Lagrangian Method, Dual Methods, and Split Bregman Iteration for ROF, Vectorial TV, and High Order Models | 2010/01/01 | English | 380 |
| Fast Alternating Direction Optimization Methods | 2014/01/01 | English | 344 |
| A Fast Algorithm for Edge-Preserving Variational Multichannel Image Restoration | 2009/01/01 | English | 302 |
| Phase Retrieval via Matrix Completion | 2013/01/01 | English | 246 |
| iPiano: Inertial Proximal Algorithm for Nonconvex Optimization | 2014/01/01 | English | 229 |
| A New Total Variation Method for Multiplicative Noise Removal | 2009/01/01 | English | 208 |
| Convergence Analysis of Primal-Dual Algorithms for a Saddle-Point Problem: From Contraction Perspective | 2012/01/01 | English | 199 |
| A Nonlinear Inverse Scale Space Method for a Convex Multiplicative Noise Model | 2008/01/01 | English | 181 |
| A Generalized Forward-Backward Splitting | 2013/01/01 | English | 160 |
| A Total Variation Model for Retinex | 2011/01/01 | English | 159 |
| Efficient Reconstruction of Piecewise Constant Images Using Nonsmooth Nonconvex Minimization | 2008/01/01 | English | 142 |
| Sparse Signal Reconstruction via Iterative Support Detection | 2010/01/01 | English | 140 |
| Constrained Total Variation Deblurring Models and Fast Algorithms Based on Alternating Direction Method of Multipliers | 2013/01/01 | English | 133 |
| A Nonlocal Bayesian Image Denoising Algorithm | 2013/01/01 | English | 132 |
| Higher Order Positive Semidefinite Diffusion Tensor Imaging | 2010/01/01 | English | 124 |
| Robust Video Restoration by Joint Sparse and Low Rank Matrix Approximation | 2011/01/01 | English | 124 |
| A New Detail-Preserving Regularization Scheme | 2014/01/01 | English | 120 |
| Linearized Bregman Iterations for Frame-Based Image Deblurring | 2009/01/01 | English | 120 |
| On Iteratively Reweighted Algorithms for Nonsmooth Nonconvex Optimization in Computer Vision | 2015/01/01 | English | 113 |
| A Two-Stage Image Segmentation Method Using a Convex Variant of the Mumford--Shah Model and Thresholding | 2013/01/01 | English | 109 |
| Stable Image Reconstruction Using Total Variation Minimization | 2013/01/01 | English | 109 |