Optimal CNN templates for deconvolution

Abstract

A simplified version of the gradient descent method is introduced as a straightforward way to find optimal 3x3 CNN templates for the inversion of known point spread functions (PSF). In practical applications the determination of this inverse is necessary to fulfil deconvolution tasks. The proposed method is much faster than the previously applied algorithms… (More)

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