Giters

svvenkatakrishnan / plug-and-play-priors

An algorithmic framework to experiment with different image priors via denoising algorithms for inverse problems.

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

plug-and-play-priors

Code to experiment with different priors via de-noising algorithms for 2-D tomography.

For testing, run the example file PlugAndPlayPriorScript.m

Many of the de-noising algorithms have been downloaded from their respective websites.If you use this work please cite the appropriate papers for them.

If you use the P&P code, please cite:

[1] Singanallur V. Venkatakrishnan, Charles A. Bouman, and Brendt Wohlberg "Plug-and-Play Priors for Model Based Reconstruction", IEEE GlobalSIP, December 3-5, 2013

[2] Suhas Sreehari, Singanallur V. Venkatakrishnan, Brendt Wohlberg, Gregery Buzzard, Lawrence F. Drummy, Jeffrey P. Simmons and Charles A. Bouman "Plug-and-Play Priors for Bright Field Electron Tomography and Sparse Interpolation" IEEE TCI 2016

About

An algorithmic framework to experiment with different image priors via denoising algorithms for inverse problems.

Languages

Language:MATLAB 71.1%Language:C 25.4%Language:HTML 2.0%Language:XSLT 0.9%Language:C++ 0.3%Language:CSS 0.2%Language:M 0.1%