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Probabilistic Tracking and Model-Based Segmentation of 3D Tubular Structures
[chapter]
2009
Bildverarbeitung für die Medizin 2009
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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 semi-global regions-of-interest. We have successfully applied
doi:10.1007/978-3-540-93860-6_9
dblp:conf/bildmed/WorzGR09
fatcat:uy5ujtr3n5glrj5husuw5ujafe