Patch complexity, finite pixel correlations and optimal denoising

Image restoration tasks are ill-posed problems, typically solved withpriors. Since the optimal prior is the exact unknown density of natural images,actual priors are only approximate and typically restricted to small patches. Thisraises several questions: How much may we hope to improve current rest...

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Bibliographic Details
Main Authors: Levin, Anat, Nadler, Boaz, Durand, Fredo, Freeman, William T.
Other Authors: Fredo Durand
Published: 2012
Online Access:http://hdl.handle.net/1721.1/71919