An Algorithm for performing pursuit and dictionary update of the Convolutional Sparse Coding (CSC) model
☆31Mar 1, 2026Updated 4 months ago
Alternatives and similar repositories for LoBCoD
Users that are interested in LoBCoD are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- An implementation of the Holistic Pursuit for the Multi-Layer Sparse Coding model. Contains a comparison to the projection pursuit algori…☆19Dec 19, 2018Updated 7 years ago
- An implementation of approximate convolutional sparse coding (CSC) based on paper: https://arxiv.org/abs/1711.00328☆44Dec 24, 2025Updated 6 months ago
- nonconvex algorithms for solving sparse deconvolution/convolutional dictionary learning problems☆10Apr 26, 2019Updated 7 years ago
- YALL1: Your ALgorithms for L1☆13Jan 28, 2018Updated 8 years ago
- Code accompanying the paper M. Sorel, F. Sroubek, "Fast convolutional sparse coding using matrix inversion lemma", Digital Signal Process…☆31Apr 11, 2017Updated 9 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- This is the source code repository for the ICCV 2017 paper "Consensus Convolutional Sparse Coding".☆27Aug 2, 2018Updated 7 years ago
- Online Sparse Dictionary Learning Algorithm☆32Jul 25, 2018Updated 7 years ago
- ☆73Jul 6, 2023Updated 2 years ago
- Code for the paper "Rethinking the CSC Model for Natural Images"☆31Oct 3, 2023Updated 2 years ago
- Caffe implementation of "Two-Stage Convolutional Network for Image Super-Resolution" (ICPR 2018)☆10Dec 4, 2018Updated 7 years ago
- Single Hyperspectral Image Super-Resolution with Grouped Deep Recursive Residual Network☆24Nov 6, 2018Updated 7 years ago
- official repository of "Revisiting Convolutional Sparse Coding for Image Denoising: From a Multi-scale Perspective"☆15Feb 18, 2023Updated 3 years ago
- experiemntal code for “Spatiotemporal Fusion of MODIS and Landsat-7 Reflectance Images via Compressed Sensing”☆11Mar 22, 2019Updated 7 years ago
- Robust Single-Image Super-Resolution via CNNs and TV-TV Minimization (IEEE Transactions on Image Processing)☆11Oct 21, 2021Updated 4 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- MATLAB codes for "Sparse Bayesian learning approach for compound bearing fault diagnosis"☆16May 19, 2023Updated 3 years ago
- Collection of image denosing tools in an unification Matlab code☆36Apr 24, 2022Updated 4 years ago
- source code of GLISTA☆23Feb 13, 2020Updated 6 years ago
- Deep-Energy: Unsupervised Training of Deep Neural Networks☆44Sep 25, 2019Updated 6 years ago
- spatio temporal image fusion with satellite data. FSDAF in matlab.☆18Mar 17, 2019Updated 7 years ago
- cuSTNLFFM is a GPU-enabled Spatial and Temporal Non-Local Filter-based Fusion Model (STNLFFM)☆19Jun 1, 2021Updated 5 years ago
- Matlab library of data assimilation methods☆18Apr 13, 2016Updated 10 years ago
- Scripts and library for the "Dictionary Learning Algorithms and Applications" book.☆25May 29, 2018Updated 8 years ago
- Dual-Stream Transformer for Hyperspectral Image Restoration☆24Jun 28, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Edge Guided Single Depth Image Super-resolution☆36Mar 7, 2017Updated 9 years ago
- Data and code for the paper "Deep, complex, invertible networks for inversion of transmission effects in multimode optical fibres" publis…☆20Dec 4, 2018Updated 7 years ago
- MATLAB codes for "Bearing fault diagnosis with frequency sparsity learning"☆31Dec 19, 2022Updated 3 years ago
- The matlab code is for the paper ''Improved Robust Tensor Principal Component Analysis via Low Rank Core Matrix''.☆15Oct 21, 2018Updated 7 years ago
- Directional sparse filtering for blind speech separation☆10Jun 8, 2021Updated 5 years ago
- Convolutional Sparse Coding☆10Jul 18, 2014Updated 11 years ago
- Code release for ”Video Rain Streak Removal By Multiscale Convolutional Sparse Coding”(CVPR2018)☆46Apr 10, 2023Updated 3 years ago
- [NeurIPS 2021] "Hyperparameter Tuning is All You Need for LISTA" by Xiaohan Chen, Jialin Liu, Zhangyang Wang and Wotao Yin☆24Dec 30, 2021Updated 4 years ago
- Source code for the paper "Multi-dimensional Sparse Super-resolution"☆18Jul 2, 2018Updated 8 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- A Limited-Memory Quasi-Newton Algorithm for Bound-Constrained Nonsmooth Optimization☆13Dec 23, 2016Updated 9 years ago
- Code for the paper: Fully Trainable and Interpretable Non-Local Sparse Models for Image Restoration (ECCV 2020)☆59Oct 2, 2020Updated 5 years ago
- Deep unfolded proximal interior point algorithm☆12Nov 13, 2019Updated 6 years ago
- ☆12Sep 4, 2024Updated last year
- Zhouchen Lin's Homepage☆11Jun 23, 2026Updated last week
- The source codes for the paper "Fast l1-l2 minimization via a proximal operator”☆25Oct 3, 2020Updated 5 years ago
- Collection of inverse problems in image processing via Alternating Direction Method (ADM), Alternating Minimization Method (AMA), Group S…☆71Feb 10, 2020Updated 6 years ago