Flux driven medial curve extraction

Mellado, Xavier,Larrabide, Ignacio,Hernandez, Monica,Frangi, Alejandro
Abstract

Abstract

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.

Keywords

medial curvesoftwarecomputer scienceprogrammingimage analysisskeletonizationcenterline extractionITK filter
Manuscript
Source Code and Data

Source Code and Data

CMakeLists.txt4.3 KBCMakeTemplate.txt1.9 KBIJMacros.txt3.1 KBImageCompare.cxx8 KBREADME.txt1.3 KBitkAverageOutwardFluxImageFilter.h5.2 KBitkAverageOutwardFluxImageFilter.txx4.3 KBitkMedialCurveImageFilter.h7.7 KBitkMedialCurveImageFilter.txx19.3 KBitkMedialCurveTest.cpp5.7 KB

Select a file to preview