Patch Complexity, Finite Pixel Correlations and Optimal Denoising

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

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Bibliographic Details
Main Authors: Levin, Anat, Nadler, Boaz, Durand, Fredo, Freeman, William T.
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
Format: Article
Language:English
Published: Springer Nature 2021
Online Access:https://hdl.handle.net/1721.1/137556