Software

Please contact me for any comments/bug-reports/questions at dbabacan [at] illinois.edu.

• MATLAB code for the ECCV 2011 paper "Bayesian Blind Deconvolution With General Sparse Image Priors" can be downloaded from its project page.


• MATLAB code for the paper "Bayesian Group-Sparse Modeling and Variational Inference". (Updated: 06/19/2012)


• MATLAB code for the TSP 2012 paper "Sparse Bayesian Methods for Low-Rank Matrix Estimation".


• MATLAB code for the TIP 2011 paper "Variational Bayesian Super Resolution".


• MATLAB code for the TIP 2009 paper "Bayesian Compressive Sensing using Laplace Priors".


• A blind image restoration software implemented in MATLAB can be found here. This code implements the algorithm in "Blind Deconvolution using a variational approach to parameter, image, and blur estimation," IEEE Trans. on Image Processing, 2006 by R. Molina, J. Mateos and A. K. Katsaggelos.

Collaborators

• Minh Do, UIUC
• Zhi-Pei Liang's group, UIUC
• Gabriel Popescu, Quantitative Light Imaging Laboratory, UIUC
• Aggelos K. Katsaggelos, Image and Video Processing Laboratory, Northwestern University
• Rafael Molina, Universidad de Granada
• Shinichi Najakima, Nikon Japan
• Michael Ng, Hong Kong Baptist University