Incremental quaternion singular value decomposition and its application for low rank quaternion matrix completion

Computing the optimal low rank approximations of quaternion matrices is the key target in many quaternion matrix related problems including color images inpainting and recognition, which can be reconstructed by some dominant singular values of quaternion matrices. However, the singular value decompo...

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Bibliographic Details

Published in:	Computational & applied mathematics Vol. 43; no. 6
Main Authors:	Xu, Yang, Gao, Kaixin
Format:	Journal Article
Language:	English
Published:	Cham Springer International Publishing 01.09.2024
Subjects:	Applications of Mathematics Computational Mathematics and Numerical Analysis Mathematical Applications in Computer Science Mathematical Applications in the Physical Sciences Mathematics Mathematics and Statistics 15A69 Proximal linearized minimization algorithm 94A08 Incremental quaternion singular value decomposition Low rank quaternion matrix completion 15A18
ISSN:	2238-3603, 1807-0302
Online Access:	Get full text
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