Software & Data

The softwares developed within the project SMALL and the data set used.

SMALLbox — by ESPIAU_DE_LAMAESTRE Jules — last modified 2010-08-18 16:10

The SMALLbox, a framework for sparse representation and dictionary learning.

K-SVD — by EMIYA Valentin — last modified 2010-02-03 17:17

Implementation of the K-SVD algorithm (training a dictionary to lead to sparse representation) along with some demonstration of its use for denoising.

The Matching Pursuit ToolKit (MPTK) — by EMIYA Valentin — last modified 2010-02-02 12:12

MPTK provides a fast implementation of the Matching Pursuit algorithm for the sparse decomposition of multichannel signals. It comprises a C++ library, standalone command line utilities, and some scripts for running it and plotting the results through Matlab.