1. DESCRIPTION
2. EXAMPLES
3. TEST IMAGES
4. SOFTWARE
BLS-GSM Image Denoising Toolbox in Matlab
Here you can download the Matlab source code for generating the results of [Portilla 2003b] (the main results and some results used for comparison purposes in that article). I have written that code using as a starting point (back in 2000) a certain Matlab source ((1), below), and I have also incorporated calls to Matlab routines belonging to Matlab toolboxes available to the public (see (2) and (3), below).
(1) Vasily Strela's original code for Wiener block denoising, in Matlab.
(2) Eero Simoncelli Matlab Pyrtools toolbox (for the steerable pyramid and other utilities).
(3) Rice Wavelet Toolbox, for the overcomplete version of the orthogonal wavelets.
For installing the BLS-GSM Denoising Toolbox in Matlab you have 2 options:
a) Install first Eero Simoncelli's Matlab Pyrtools and Rice Wavelets Toolbox (recommended),
or
b) Install directly the BLS-GSM Denoising package, which includes the routines from those toolboxes necessary to run the code.
In any case, please read first the installation guide in the file Readme.txt
Download the BLS-GSM Image Denoising Toolbox (1.33 Mb).