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An Algorithm for Total Variation Minimization and Applications

Chambolle, Antonin (2004), An Algorithm for Total Variation Minimization and Applications, Journal of Mathematical Imaging and Vision, 20, 1-2, p. 89-97. http://dx.doi.org/10.1023/B:JMIV.0000011325.36760.1e

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Type
Article accepté pour publication ou publié
Date
2004
Journal name
Journal of Mathematical Imaging and Vision
Volume
20
Number
1-2
Publisher
Springer
Pages
89-97
Publication identifier
Metadata
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Author(s)
Chambolle, Antonin cc
Abstract (EN)
We propose an algorithm for minimizing the total variation of an image, and provide a proof of convergence. We show applications to image denoising, zooming, and the computation of the mean curvature motion of interfaces.
Subjects / Keywords
total variation; image reconstruction; denoising; zooming; mean curvature motion