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Image Denoising Using Sparsifying Transform Learning and Weighted Singular Values Minimization

In image denoising (IDN) processing, the low-rank property is usually considered as an important image prior. As a convex relaxation approximation of low rank, nuclear norm-based algorithms and their variants have attracted a significant attention. These algorithms can be collectively called image d...

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Detalles Bibliográficos
Autores principales: Zhao, Yanwei, Yang, Ping, Guan, Qiu, Zheng, Jianwei, Wang, Wanliang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7439773/
https://www.ncbi.nlm.nih.gov/pubmed/32849865
http://dx.doi.org/10.1155/2020/8392032