Higher-order total variation approaches and generalisations

Volume: 36, Issue: 12, Pages: 123001 - 123001
Published: Dec 1, 2020
Abstract
Over the last decades, the total variation (TV) evolved to one of the most broadly-used regularisation functionals for inverse problems, in particular for imaging applications. When first introduced as a regulariser, higher-order generalisations of TV were soon proposed and studied with increasing interest, which led to a variety of different approaches being available today. We review several of these approaches, discussing aspects ranging from...
Paper Details
Title
Higher-order total variation approaches and generalisations
Published Date
Dec 1, 2020
Volume
36
Issue
12
Pages
123001 - 123001
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