A SKELETONIZATION ALGORITHM BY MAXIMA TRACKING ON EUCLIDEAN DISTANCE TRANSFORM

Authors
Citation
Fy. Shih et Cc. Pu, A SKELETONIZATION ALGORITHM BY MAXIMA TRACKING ON EUCLIDEAN DISTANCE TRANSFORM, Pattern recognition, 28(3), 1995, pp. 331-341
Citations number
22
Categorie Soggetti
Computer Sciences, Special Topics","Engineering, Eletrical & Electronic","Computer Science Artificial Intelligence
Journal title
ISSN journal
00313203
Volume
28
Issue
3
Year of publication
1995
Pages
331 - 341
Database
ISI
SICI code
0031-3203(1995)28:3<331:ASABMT>2.0.ZU;2-D
Abstract
A simple and efficient algorithm using the maxima tracking approach on Euclidean distance transform to detect skeleton points is presented. The advantages of the skeleton obtained are: (1) connectivity preserva tion; (2) single-pixel in width; and (3) its locations as close as to the most symmetrical axes. Besides, the condition of the least slope c hange of skeleton is used to ensure the fairness of the digital medial axes. With the least effort, the algorithm can be modified to elimina te non-significant short skeletal branches originating from the object contour while the critical shape-informative medial axes are preserve d.