Reconciliation Of Group Sparsity And Low-Rank Models For Image Restoration

Image nonlocal self-similanty (NSS) property has been widely exploited via various sparsity models such as joint sparsity (JS) and group sparse coding (GSC). However, the existing NSS-based sparsity models are either too restrictive, i.e., JS enforces the sparse codes to share the same support, or t...

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Bibliographic Details

Published in:	Proceedings (IEEE International Conference on Multimedia and Expo) pp. 1 - 6
Main Authors:	Zha, Zhiyuan, Wen, Bihan, Yuan, Xin, Zhou, Jiantao, Zhu, Ce
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.07.2020
Subjects:	Adaptation models adaptive parameter adjustment alternating minimization Dictionaries Encoding Group sparse coding Image coding Image denoising Image restoration low-rank regularized group sparse coding Minimization
ISSN:	1945-788X
Online Access:	Get full text
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