An image denoising algorithm based on adaptive clustering and singular value decomposition

Abstract Self‐similarity, a prior of natural images, has attracted much attention. The attribute means that low‐rank group matrices can be constructed from similar image patches. For low‐rank approximation denoising methods based on singular value decomposition (SVD) the ability to accurately constr...

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Bibliographic Details
Main Authors: Ping Li, Hua Wang, Xuemei Li, Caiming Zhang
Format: Article
Language:English
Published: Wiley 2021-02-01
Series:IET Image Processing
Subjects:
Online Access:https://doi.org/10.1049/ipr2.12017

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