Variational Image Segmentation Models Involving Non-smooth Data-Fidelity Terms

This article introduces a class of piecewise-constant image segmentation models that involves L 1 norms as data fidelity measures. The L 1 norms enable to segment images with low contrast or outliers such as impulsive noise. The regions to be segmented are represented as smooth functions instead of...

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Veröffentlicht in:Journal of scientific computing 2014-05, Vol.59 (2), p.277-308
Hauptverfasser: Jung, Miyoun, Kang, Myeongmin, Kang, Myungjoo
Format: Artikel
Sprache:eng
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