gpeyre / 2017-SIMA-super-resolution
Source code for the paper "Multi-dimensional Sparse Super-resolution"
☆16Updated 6 years ago
Alternatives and similar repositories for 2017-SIMA-super-resolution:
Users that are interested in 2017-SIMA-super-resolution are comparing it to the libraries listed below
- An Algorithm for performing pursuit and dictionary update of the Convolutional Sparse Coding (CSC) model☆31Updated 5 years ago
- A linear-operator toolbox for Matlab☆62Updated 10 months ago
- MATLAB implementation of Sparse Dictionary Learning algorithms☆8Updated 7 years ago
- Implementation of TV denoising algorithms from "A. Chambolle, T. Pock. A First-Order Primal-Dual Algorithm for Convex Problems with Appli…☆29Updated 11 years ago
- Solving ill-posed inverse problems using iterative deep neural networks☆93Updated 3 years ago
- Source codes for paper "Faster FISTA" and "Improving FISTA: Faster, Smarter and Greedier''☆41Updated 3 years ago
- Magnetic resonance imaging (MRI) images are known to be sparse. This is an implementation using non-convex penalty function that encourag…☆19Updated 5 years ago
- Nonlinear optimization for MATLAB.☆27Updated 4 years ago
- This is the source code repository for the ICCV 2017 paper "Consensus Convolutional Sparse Coding".☆25Updated 6 years ago
- Code for multichannel sparse blind deconvolution problem.☆12Updated 5 years ago
- Online Sparse Dictionary Learning Algorithm☆31Updated 6 years ago
- A solver for large-scale sparse least squares☆111Updated 4 years ago
- A collection of algorithms used in Bayesian Statistics and particularly in Bayesian Inverse Problems. This repository also contains some …☆34Updated 6 years ago
- Fast Image Deconvolution with Incomplete Observations☆8Updated 7 years ago
- MATLAB codes for multilevel optimal transport☆25Updated 5 years ago
- Image Processing library for Matlab☆105Updated 9 months ago
- A level set methods implementation in Matlab☆28Updated 11 years ago
- Collection of inverse problems in image processing via Alternating Direction Method (ADM), Alternating Minimization Method (AMA), Group S…☆60Updated 5 years ago
- Matlab code for all variants of robust PCA and SPCP☆119Updated 3 years ago
- MATLAB package of iterative regularization methods and large-scale test problems. This software is described in the paper "IR Tools: A MA…☆91Updated 2 years ago
- The AIR Tools II toolbox for MATLAB accompanies the publication "AIR Tools II: algebraic iterative reconstruction methods, improved imple…☆81Updated 4 years ago
- Codes related to L1-norm minimization using homotopy☆36Updated 11 years ago
- This repository is made to publish code used in "Regularization by Denoising: Clarifications and New Interpretations" by Reehorst, Schnit…☆19Updated 6 years ago
- Matlab code for: 1. reconstructing CT image by applying back projection, filtered back projection and convolution back projection; 2. max…☆16Updated 7 years ago
- A Matlab convex optimization toolbox using proximal splitting methods☆53Updated last year
- Denoising of Impulsive noise in single/multichannel images☆11Updated 7 years ago
- Image Denoising Codes using STROLLR learning, the Matlab implementation of the paper in ICASSP2017☆26Updated 7 years ago
- MATLAB code designed to invert tandem aerosol measurements to find two-dimensional size distributions (e.g., CPMA-DMA following Sipkens e…☆8Updated 5 months ago
- Image de-noising using FISTA and MFISTA algorithms and 1D L1 and L2 solver☆34Updated 7 years ago
- Calculate Tikhonov-regularized, Gauss-Newton nonlinear iterated inversion to solve the damped nonlinear least squares problem (Matlab cod…☆22Updated 9 years ago