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18th International Conference on Pattern Recognition (ICPR'06) Volume 2
A Clustering-based Algorithm for Extracting the Centerlines of 2D and 3D Objects
Hong Kong
August 20-August 24
ISBN: 0-7695-2521-0
ASCII Text
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Seifeddine Ferchichi, Shengrui Wang, "A Clustering-based Algorithm for Extracting the Centerlines of 2D and 3D Objects," Pattern Recognition, International Conference on, vol. 2, pp. 296-299, 18th International Conference on Pattern Recognition (ICPR'06) Volume 2, 2006.
 
 
BibTex
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@article{ 10.1109/ICPR.2006.44,
author = {Seifeddine Ferchichi and Shengrui Wang},
title = {A Clustering-based Algorithm for Extracting the Centerlines of 2D and 3D Objects},
journal ={Pattern Recognition, International Conference on},
volume = {2},
year = {2006},
issn = {1051-4651},
pages = {296-299},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2006.44},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Pattern Recognition, International Conference on
TI - A Clustering-based Algorithm for Extracting the Centerlines of 2D and 3D Objects
SN - 1051-4651
SP296
EP299
A1 - Seifeddine Ferchichi,
A1 - Shengrui Wang,
PY - 2006
VL - 2
JA - Pattern Recognition, International Conference on
ER -
 
Seifeddine Ferchichi, Sherbrooke University
Shengrui Wang, Sherbrooke University
This paper presents a new algorithm for extracting the centerlines of 2D and 3D objects, based on clustering. The algorithm computes the centerline from all points of the object in order to remain faithful to the structure of the shape. The idea is to cluster a data set constituted of the points composing the object and their relative distance transforms. The centerline is derived from the set of computed clusters. The proposed method is accurate and robust to noisy boundaries.
Citation:
Seifeddine Ferchichi, Shengrui Wang, "A Clustering-based Algorithm for Extracting the Centerlines of 2D and 3D Objects," icpr, vol. 2, pp.296-299, 18th International Conference on Pattern Recognition (ICPR'06) Volume 2, 2006
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