Email this article Denoising and Inpainting of Images Using Tv-Type Energies: Theoretical and Computational Aspects
- Authors: Bildhauer M.1, Fuchs M.1, Weickert J.2
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Affiliations:
- Universitӓt des Saarlandes
- Mathematical Image Analysis Group Faculty of Mathematics and Computer Sciences, Saarland University
- Issue: Vol 219, No 6 (2016)
- Pages: 899-910
- Section: Article
- URL: https://journals.rcsi.science/1072-3374/article/view/238726
- DOI: https://doi.org/10.1007/s10958-016-3153-y
- ID: 238726
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Abstract
We discuss variational approaches towards the denoising of images and towards the image inpainting problem combined with simultaneous denoising. Our techniques are based on variants of the TV-model, but in contrast to this case a complete analytical theory is available in our setting. At the same time, numerical experiments illustrate the advantages of our models in comparison with some established techniques. Bibliography: 50 titles. Illustrations: 1 figure.
About the authors
M. Bildhauer
Universitӓt des Saarlandes
Author for correspondence.
Email: bibi@math.uni-sb.de
Germany, Fachbereich 6.1 Mathematik Postfach 15 11 50, Saarbrücken, D–66041
M. Fuchs
Universitӓt des Saarlandes
Email: bibi@math.uni-sb.de
Germany, Fachbereich 6.1 Mathematik Postfach 15 11 50, Saarbrücken, D–66041
J. Weickert
Mathematical Image Analysis Group Faculty of Mathematics and Computer Sciences, Saarland University
Email: bibi@math.uni-sb.de
Germany, Campus E1.7, Saarbrücken, D–66041
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