A regularised deep matrix factorised model of matrix completion for image restoration

Abstract It has been an important approach of using matrix completion to perform image restoration. Most previous works on matrix completion focus on the low‐rank property by imposing explicit constraints on the recovered matrix, such as the constraint of the nuclear norm or limiting the dimension o...

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Bibliographic Details
Main Authors: Zhemin Li, Zhi‐Qin John Xu, Tao Luo, Hongxia Wang
Format: Article
Language:English
Published: Wiley 2022-10-01
Series:IET Image Processing
Online Access:https://doi.org/10.1049/ipr2.12553