A new principle for choosing regularization parameter in certain inverse problems

A new parameter choice rule for inverse problems is introduced. This parameter choice rule was developed for total variation regularization in electron tomography and might in general be useful for \(L^1\) regularization of inverse problems with high levels of noise in the data.

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Veröffentlicht in:arXiv.org 2008-04
1. Verfasser: Rullgård, Hans
Format: Artikel
Sprache:eng
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Zusammenfassung:A new parameter choice rule for inverse problems is introduced. This parameter choice rule was developed for total variation regularization in electron tomography and might in general be useful for \(L^1\) regularization of inverse problems with high levels of noise in the data.
ISSN:2331-8422