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Proceedings Paper

Segmentation of 3D tubular structures based on 3D intensity models and particle filter tracking
Author(s): Stefan Wörz; William J. Godinez; Karl Rohr
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Paper Abstract

We introduce a new approach for tracking-based segmentation of 3D tubular structures. The approach is based on a novel combination of a 3D cylindrical intensity model and particle filter tracking. In comparison to earlier work we utilize a 3D intensity model as the measurement model of the particle filter, thus a more realistic 3D appearance model is used that directly represents the image intensities of 3D tubular structures within semiglobal regions-of-interest. We have successfully applied our approach using 3D synthetic images and real 3D MRA image data of the human pelvis.

Paper Details

Date Published: 27 March 2009
PDF: 8 pages
Proc. SPIE 7259, Medical Imaging 2009: Image Processing, 72591P (27 March 2009); doi: 10.1117/12.811705
Show Author Affiliations
Stefan Wörz, Univ. of Heidelberg (Germany)
DKFZ Heidelberg (Germany)
William J. Godinez, Univ. of Heidelberg (Germany)
DKFZ Heidelberg (Germany)
Karl Rohr, Univ. of Heidelberg (Germany)
DKFZ Heidelberg (Germany)

Published in SPIE Proceedings Vol. 7259:
Medical Imaging 2009: Image Processing
Josien P. W. Pluim; Benoit M. Dawant, Editor(s)

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