ACCELERATED SKELETONIZATION ALGORITHM FOR TUBULAR STRUCTURES IN LARGE DATASETS BY RANDOMIZED EROSION

Gerald Zwettler, Franz Pfeifer, Roland Swoboda, Werner Backfrieder

2008

Abstract

Skeletonization is an important procedure in morphological analysis of three-dimensional objects. A simplified object geometry allows easy semantic interpretation at the cost of high computational effort. This paper introduces a fast morphological thinning approach for skeletonization of tubular structures and objects of arbitrary shape. With minimized constraints for erosions at the surface, hit-ratio is increased allowing high performance thinning with large datasets. Time consuming neighbourhood checking is solved by use of fast indexing lookup tables. The novel algorithm homogenously erodes the object’s surface, resulting in an accurate extraction of the centerline, even when the medial axis is placed between the actual voxel-grid. The thinning algorithm is applied for vessel tree analysis in the field of computer-based medical diagnostics and thus has to meet high robustness and performance requirements.

Paper Citation

in Harvard Style

Zwettler G., Pfeifer F., Swoboda R. and Backfrieder W. (2008). ACCELERATED SKELETONIZATION ALGORITHM FOR TUBULAR STRUCTURES IN LARGE DATASETS BY RANDOMIZED EROSION . In Proceedings of the Third International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, (VISIGRAPP 2008) ISBN 978-989-8111-21-0, pages 74-81. DOI: 10.5220/0001077000740081

in Bibtex Style

@conference{visapp08,
author={Gerald Zwettler and Franz Pfeifer and Roland Swoboda and Werner Backfrieder},
title={ACCELERATED SKELETONIZATION ALGORITHM FOR TUBULAR STRUCTURES IN LARGE DATASETS BY RANDOMIZED EROSION},
booktitle={Proceedings of the Third International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, (VISIGRAPP 2008)},
year={2008},
pages={74-81},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001077000740081},
isbn={978-989-8111-21-0},
}

in EndNote Style

TY - CONF
JO - Proceedings of the Third International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, (VISIGRAPP 2008)
TI - ACCELERATED SKELETONIZATION ALGORITHM FOR TUBULAR STRUCTURES IN LARGE DATASETS BY RANDOMIZED EROSION
SN - 978-989-8111-21-0
AU - Zwettler G.
AU - Pfeifer F.
AU - Swoboda R.
AU - Backfrieder W.
PY - 2008
SP - 74
EP - 81
DO - 10.5220/0001077000740081