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Nonlocal regularization of inverse problems: a unified variational framework

We introduce a unifying energy minimization framework for nonlocal regularization of inverse problems. In contrast to the weighted sum of square differences between image pixels used by current schemes, the proposed functional is an unweighted sum of inter-patch distances. We use robust distance met...

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Detalhes bibliográficos
Main Authors: Yang, Zhili, Jacob, Mathews
Formato: Artigo
Idioma:Inglês
Publicado em: 2012
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3969882/
https://ncbi.nlm.nih.gov/pubmed/23014745
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TIP.2012.2216278
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