Robust Estimation of the Regularization Parameter for Tikhonov Filtering of Natural Images with Circularly Symmetric Blurs

Computer as a Tool, 2005 EUROCON 2005The International Conference（2005）

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摘要

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

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关键词

deconvolution,filtering theory,image restoration,mean square error methods,Tikhonov filtering,circularly symmetric blurs,image deconvolution,natural images,regularization parameter estimation

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