Skip to content

cig-skoltech/Structure_Tensor_Total_Variation

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

1 Commit
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

This package includes Matlab scripts that implement the proximal operator of the Structure Tensor Total Variation (STV) functional described in the paper:

S. Lefkimmiatis, A. Roussos, P. Maragos, M. Unser, "Structure Tensor Total Variation", SIAM Journal on Imaging Sciences, 2015, in press.

The run_demo.m file includes an example of the proximal map of STV used for denoising a color image. For the arguments that the proxSTV.m accepts please you can either have a look at the comments inside the proxSTV.m file or type

help proxSTV

inside the Matlab environment.

The main routine proxSTV depends on the mex script projectSpMat2xNc.c(cpp). In the folder ./mex/src there are precompiled version for Mac OS and Linux. If you wish to run the script proxSTV in a different operating system you will have first to compile the .c/.cpp files. One possible option to do this is by executing the compile.m file located in the ./mex/src subfolder.

About

No description, website, or topics provided.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published