Publication Details

Vector Segmentation of Volumetric Image Data: Tetrahedral Meshing Constrained by Image Edges

ŠPANĚL Michal, KRŠEK Přemysl, ŠVUB Miroslav and ŠTANCL Vít. Vector Segmentation of Volumetric Image Data: Tetrahedral Meshing Constrained by Image Edges. In: Proceedings of the 3rd International Joint Conference on Computer Vision, Imaging and Computer Graphics Theaory and Applications. Setubal: Institute for Systems and Technologies of Information, Control and Communication, 2010, pp. 134-138. ISBN 978-989-674-026-9.
Czech title
Vektorová segmentace objemových dat: vytvoření tetraedrální sítě vázané na obrazové hrany
Type
conference paper
Language
english
Authors
Španěl Michal, doc. Ing., Ph.D. (DCGM FIT BUT)
Kršek Přemysl, doc. Ing., Ph.D. (DCGM FIT BUT)
Švub Miroslav, Ing. (DCGM FIT BUT)
Štancl Vít, Ing. (DCGM FIT BUT)
Keywords

CT/MR data, Medical image segmentation, Surface reconstruction, Delaunay triangulation, Variational tetrahedral
meshing, Isotropic meshing, Graph-cut segmentation.

Abstract

In this paper, a vector segmentation algorithm of volumetric data based on the 3D Delaunay triangulation is presented. A modified variational meshing method is used to adapt tetrahedral mesh to the underlying CT/MRI volumetric data. Moreover, to classify tetrahedra in the mesh into regions whose characteristics are similar, a clustering scheme viewing the mesh as undirected graph with edges weighted according to similarity of tetrahedra is discussed.

Published
2010
Pages
134-138
Proceedings
Proceedings of the 3rd International Joint Conference on Computer Vision, Imaging and Computer Graphics Theaory and Applications
Conference
International Conference on Computer Graphics Theory and Applications, Angers, FR
ISBN
978-989-674-026-9
Publisher
Institute for Systems and Technologies of Information, Control and Communication
Place
Setubal, PT
BibTeX 
@INPROCEEDINGS{FITPUB9225,
   author = "Michal \v{S}pan\v{e}l and P\v{r}emysl Kr\v{s}ek and Miroslav \v{S}vub and V\'{i}t \v{S}tancl",
   title = "Vector Segmentation of Volumetric Image Data: Tetrahedral Meshing Constrained by Image Edges",
   pages = "134--138",
   booktitle = "Proceedings of the 3rd International Joint Conference on Computer Vision, Imaging and Computer Graphics Theaory and Applications",
   year = 2010,
   location = "Setubal, PT",
   publisher = "Institute for Systems and Technologies of Information, Control and Communication",
   ISBN = "978-989-674-026-9",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/9225"
}
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