Welcome to the UnLocBox (Matlab convex optimization toolbox) sourceforge page.
Get the latest version from the download page.
This site contains a brief description of the convex optimization, as well as the MATLAB toolbox implementing the main algorithms.
Documentation is available online or in the note section. See the userguide , the full documentation and a tutorial.
Summary of the UnlocBox algorithms are in the following papers
"Proximal Splitting Methods in Signal Processing"
Patrick L. Combettes, Jean-Christophe Pesquet
Fixed-Point algorithms for inverse problems in science and engineering.
If you use the UNLocBoX, please kindly cite UNLocBoX-note-010. If you have any questions about the UnlocBox , please contact Nathanaël Perraudin at unlocbox at groupes dot epfl dot chTo be able to run the demos, you need different toolboxes:
- The LTFAT toolbox (For sound demo): Download it here
- The GSPBox (Graph signal processing toolbox): Download it here