Matlab Code for Approximate Online Convolutional Dictionary Learning


Farshad G. Veshki and Sergiy A. Vorobyov

License and Referencing

This code package is licensed under the GPLv2 license. If you in any way use this code for research that results in publications, please cite our original article F.G. Veshki and S.A. Vorobyov, "Efficient approximate online convolutional dictionary learning,'' IEEE Trans. Computational Imaging, vol. 9, pp. 1165–1175, Dec. 2023.

Purpose

This is a code package is related to the following scientific article:

 

F.G. Veshki and S.A. Vorobyov, "Efficient approximate online convolutional dictionary learning,'' IEEE Trans. Computational Imaging, vol. 9, pp. 1165–1175, Dec. 2023.

The package contains a simulation environment, based on Matlab, that reproduces all the numerical results and figures in the article. We encourage you to also perform reproducible research!

Feedback

Please report any bugs to Sergiy A. Vorobyov <svor@ieee.org>.

Download

MATLAB implementations of the proposed algorithms are available at https://github.com/FarshadGVeshki/Approximate-Online-Convolutional-Dictionary-Learning

and also

Here