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Image deblurring, spectrum interpolation and application to satellite imaging

Sylvain DurandFrançois MalgouyresBernard Rougé — 2010

ESAIM: Control, Optimisation and Calculus of Variations

This paper deals with two complementary methods in noisy image deblurring: a nonlinear shrinkage of wavelet-packets coefficients called FCNR and Rudin-Osher-Fatemi's variational method. The FCNR has for objective to obtain a restored image with a white noise. It will prove to be very efficient to restore an image after an invertible blur but limited in the opposite situation. Whereas the Total Variation based method, with its ability to reconstruct the lost frequencies by interpolation, is very...

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