Sparse Optimisation Research Code

Convolution dictionary learning for time-series

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

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

CUDA extension for the SPORCO project

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

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

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

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

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

Multimodal Image Super Resolution using (Interpretable) Deep Neural Networks