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Iterative weighted risk estimation for nonlinear image restoration with analysis priors

Iterative weighted risk estimation for nonlinear image restoration with analysis priors

Image acquisition systems invariably introduce blur, which necessitates the use of deblurring algorithms for image restoration. Restoration techniques involving regularization require appropriate selection of the regularization parameter that controls the quality of the restored result. We focus on the problem of automatic adjustment of this parameter for nonlinear image restoration …