Robust estimation of the regularization parameter for Tikhonov filtering of natural images with circularly symmetric blurs

Abstract

The frequently published MSE algorithm for image deconvolution is shown to lack robustness. The reasons for its failure is analyzed and a new version which is robust is provided. ©2005 IEEE.