Flux driven medial curve extraction
Pompeu Fabra University, University of Zaragoza
| Please use this identifier to cite or link to this publication: http://hdl.handle.net/1926/560 |
Published in The Insight Journal - 2007 July - December.
Submitted by Xavier Mellado Esteban on 07-13-2007.
In this document it is described the implementation of the flux driven automatic centerline extraction
algorithm proposed by Bouix et al. in 2004. This is based on a skeletonisation algorithm initially
proposed by Siddiqi et al. in 2002, using properties of an average outward flux measure to distinguish
skeletal points from non-skeletal ones. This information is combined with a topology preserving thinning
procedure to obtain the final result. This implementation combines this skeletonisation algorithm with
other techniques as described in the paper of Bouix et al. to produce an ITK filter that generates as output
the skeleton, as a binary object represented in an image, of the input surface, represented as a distance
transform image. In this work is described this medial curve extraction procedure following the ITK
philosophy.
algorithm proposed by Bouix et al. in 2004. This is based on a skeletonisation algorithm initially
proposed by Siddiqi et al. in 2002, using properties of an average outward flux measure to distinguish
skeletal points from non-skeletal ones. This information is combined with a topology preserving thinning
procedure to obtain the final result. This implementation combines this skeletonisation algorithm with
other techniques as described in the paper of Bouix et al. to produce an ITK filter that generates as output
the skeleton, as a binary object represented in an image, of the input surface, represented as a distance
transform image. In this work is described this medial curve extraction procedure following the ITK
philosophy.
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MedialCurve-IJCv20.zip (24Mb)
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Information
| Paper Id: | 165 |
| Keywords: | software, computer science, programming, image analysis, skeletonization, medial curve, centerline extraction, ITK filter, |
| Toolkit: | ITK |
| Revision: | |
| Status: | Open for public review |
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| Full download: | .zip |
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