Tube-Based Taut String Algorithms for Total Variation Regularization

Removing noise from signals using total variation regularization is a challenging signal processing problem arising in many practical applications. The taut string method is one of the most efficient approaches for solving the 1D TV regularization problem. In this paper we propose a geometric descri...

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Bibliographic Details

Published in:	Mathematics (Basel) Vol. 8; no. 7; p. 1141
Main Authors:	Makovetskii, Artyom, Voronin, Sergei, Kober, Vitaly, Voronin, Aleksei
Format:	Journal Article
Language:	English
Published:	Basel MDPI AG 01.07.2020
Subjects:	Algorithms Computer simulation Exact solutions inverse problem noise filtering non-smooth optimization Parallel processing Regularization Regularization methods Signal processing signal restoration Strings total variation Tubes
ISSN:	2227-7390, 2227-7390
Online Access:	Get full text
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