Perceptual evaluation of the mean-square error choice of regularization parameter.

Reeves, S J; Higdon, A C · IEEE Trans Image Process · 1995

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Abstract

A formal perceptual study shows that the perceptually optimal choice of regularization parameter varies from the minimum mean-square error parameter as a function of the original image, the point-spread function, and the signal-to noise ratio (SNR). However, further studies show that this variation has only a slight effect on the perceived quality of the restoration.