Color Image Recovery Using Generalized Matrix Completion over Higher-Order Finite Dimensional Algebra

Color Image Recovery Using Generalized Matrix Completion over Higher-Order Finite Dimensional Algebra

To improve the accuracy of color image completion with missing entries, we present a recovery method based on generalized higher-order scalars. We extend the traditional second-order matrix model to a more comprehensive higher-order matrix equivalent, called the “t-matrix” model, which incorporates...

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Bibliographic Details
Main Authors: Liang Liao, Zhuang Guo, Qi Gao, Yan Wang, Fajun Yu, Qifeng Zhao, Stephen John Maybank, Zhoufeng Liu, Chunlei Li, Lun Li
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Axioms
Subjects:
higher-order tensor completion
pixel neighborhood strategy
generalized matrix model
low rank
finite-dimensional algebra
convex optimization
Online Access:https://www.mdpi.com/2075-1680/12/10/954

Internet

https://www.mdpi.com/2075-1680/12/10/954

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