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Poisson noisy image restoration via overlapping group sparse and nonconvex second-order total variation priors

The restoration of the Poisson noisy images is an essential task in many imaging applications due to the uncertainty of the number of discrete particles incident on the image sensor. In this paper, we consider utilizing a hybrid regularizer for Poisson noisy image restoration. The proposed regulariz...

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Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: Jon, Kyongson, Liu, Jun, Lv, Xiaoguang, Zhu, Wensheng
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8057597/
https://ncbi.nlm.nih.gov/pubmed/33878121
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0250260
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