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GitHub topics: convolutional-sparse-coding

bwohlberg/sporco

Sparse Optimisation Research Code

Language: Python - Size: 13.4 MB - Last synced at: 1 day ago - Pushed at: 4 months ago - Stars: 267 - Forks: 40

alphacsc/alphacsc

Convolution dictionary learning for time-series

Language: Python - Size: 12.3 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 122 - Forks: 40

bwohlberg/sporco-cuda

CUDA extension for the SPORCO project

Language: Cuda - Size: 120 KB - Last synced at: 29 days ago - Pushed at: almost 4 years ago - Stars: 18 - Forks: 6

JingyiXu404/MCSCNet

official repository of "Revisiting Convolutional Sparse Coding for Image Denoising: From a Multi-scale Perspective"

Language: Python - Size: 46.7 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 6 - Forks: 0

jiankang1991/ComCSC

codes for TNNLS paper "Learning Convolutional Sparse Coding on Complex Domain for Interferometric Phase Restoration"

Language: MATLAB - Size: 69.3 MB - Last synced at: 12 months ago - Pushed at: about 5 years ago - Stars: 27 - Forks: 6

vccimaging/CCSC_code_ICCV2017

This is the source code repository for the ICCV 2017 paper "Consensus Convolutional Sparse Coding".

Language: Matlab - Size: 24.4 MB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 24 - Forks: 15

tata1661/OCSC

Code for "Online convolutional sparse coding (TIP 2018)".

Language: MATLAB - Size: 10.4 MB - Last synced at: 27 days ago - Pushed at: almost 6 years ago - Stars: 8 - Forks: 5

FarshadGVeshki/ConvSSA-IF

Convolutional Simultaneous Sparse Approximation with Applications to RGB-NIR Image Fusion

Language: MATLAB - Size: 4.8 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

tata1661/SCSC

Code for "Sample-Dependent CSC (ICML 2018)".

Language: MATLAB - Size: 2.79 MB - Last synced at: 27 days ago - Pushed at: over 6 years ago - Stars: 6 - Forks: 2

tomMoral/Dicod

Experiments for ICML paper DICOD: Distributed Convolutional Coordinate Descent for Convolutional Sparse Coding, ICML 2018, T. Moreau, L. Oudre, N. Vayatis.

Language: Python - Size: 485 KB - Last synced at: 3 days ago - Pushed at: over 6 years ago - Stars: 12 - Forks: 1

Related Keywords
convolutional-sparse-coding 10 dictionary-learning 4 sparse-coding 4 cuda 2 optimization-algorithms 2 pytorch 1 denoising 1 insar 1 remote-sensing 1 sar 1 sparse 1 convolutional-codes 1 data-science 1 machine-learning-algorithms 1 multifocus-image-fusion 1 near-infrared 1 nir-rgb-image-fusion 1 simultaneous-sparse-approximation 1 uniform-sparse-approxiamtion 1 coordinate-descent 1 distributed-computing 1 openmpi 1 admm 1 convolutional-dictionary-learning 1 fista 1 optimization 1 plug-and-play-priors 1 python 1 robust-pca 1 sparse-representations 1 sparsity 1 total-variation 1 total-variation-minimization 1 meg 1 neurips-2018 1 nips-2017 1 gpu 1 deep-learning 1 image-denoising 1