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2003 | OriginalPaper | Buchkapitel

Median Filtering of Tensor-Valued Images

verfasst von : Martin Welk, Christian Feddern, Bernhard Burgeth, Joachim Weickert

Erschienen in: Pattern Recognition

Verlag: Springer Berlin Heidelberg

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Novel matrix-valued imaging techniques such as diffusion tensor magnetic resonance imaging require the development of edge-preserving nonlinear filters. In this paper we introduce a median filter for such tensor-valued data. We show that it inherits a number of favourable properties from scalar-valued median filtering, and we present experiments on synthetic as well as on real-world images that illustrate its performance.

Metadaten
Titel
Median Filtering of Tensor-Valued Images
verfasst von
Martin Welk
Christian Feddern
Bernhard Burgeth
Joachim Weickert
Copyright-Jahr
2003
Verlag
Springer Berlin Heidelberg
DOI
https://doi.org/10.1007/978-3-540-45243-0_3

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