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A new development of non-local image denoising using fixed-point iteration for non-convex ℓ(p) sparse optimization

We proposed a new efficient image denoising scheme, which mainly leads to four important contributions whose approaches are different from existing ones. The first is to show the equivalence between the group-based sparse representation and the Schatten-p norm minimization problem, so that the spars...

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Detalles Bibliográficos
Autores principales: Cai, Shuting, Liu, Kun, Yang, Ming, Tang, Jianliang, Xiong, Xiaoming, Xiao, Mingqing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6291268/
https://www.ncbi.nlm.nih.gov/pubmed/30540797
http://dx.doi.org/10.1371/journal.pone.0208503