DocumentCode :
3120693
Title :
Skeletonization of ribbon-like shapes with new wavelet function
Author :
You, Xin Ge ; Tang, Yuan Y. ; Sun, Lu
Author_Institution :
Fac. of Math. & Comput. Sci., Hubei Univ., Wuhan, China
Volume :
4
fYear :
2002
fDate :
4-5 Nov. 2002
Firstpage :
1869
Abstract :
In this paper we propose a new scheme to extract the skeleton of ribbon-like shape with a novel wavelet function. It consists of two phases based on these perfect properties of the new wavelet function; and symmetry analyses of maxima moduli of wavelet transform are given. Midpoints of all pairs of contour elements are connected to generate a skeleton of the shape, which is defined as wavelet skeleton. Four basic criteria for modifying the artifacts of wavelet skeleton are presented. A corresponding algorithm is developed, and the experimental results are shown that this algorithm is capable of extracting exactly the skeleton of ribbon-like shape with different widths as well as different grey-levels.
Keywords :
edge detection; feature extraction; gradient methods; image thinning; wavelet transforms; grey-levels; maxima moduli; pattern recognition; ribbon-like shape; skeletonization; symmetry analysis; wavelet gradient code; wavelet skeleton; wavelet transform; Approximation algorithms; Computer science; Mathematics; Noise shaping; Pattern analysis; Shape; Skeleton; Wavelet analysis; Wavelet transforms; Wide area networks;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Machine Learning and Cybernetics, 2002. Proceedings. 2002 International Conference on
Print_ISBN :
0-7803-7508-4
Type :
conf
DOI :
10.1109/ICMLC.2002.1175363
Filename :
1175363
Link To Document :
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