Title :
Skeletonize multi width ribbon-like shapes based on difference images and frenet frame
Author :
Liao, Z.W. ; Wang, Z.S. ; Hu, S.X.
Author_Institution :
Fac. of Comput. Sci., Sichuan Normal Univ., Chengdu
Abstract :
In this paper, we propose a novel skeletonize method for multi width ribbon-like shapes. The two difference images with vertical and horizontal directions respectively are computed to locate the singularities of the original image. Then the gradient directions of these singularity points are computed. The skeletonization can be obtained by finding the centers of via pair wise singularity points using their gradient directions. The most attracting nature of this method is that it can handle multi width shapes, which is very difficult in conventional methods. The experimental results show that our method is a ldquogoodrdquo method closing to human conception.
Keywords :
gradient methods; image thinning; difference images; frenet frame; gradient directions; pair wise singularity points; skeletonization; skeletonize method; skeletonize multiwidth ribbon-like shapes; Automation; Computer science; Humans; Image analysis; Image segmentation; Noise shaping; Optical character recognition software; Pattern recognition; Shape; Skeleton; Difference Image; Frenet Frame; Gradient; Singularity Detection; Skeleton;
Conference_Titel :
Systems, Man and Cybernetics, 2008. SMC 2008. IEEE International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-2383-5
Electronic_ISBN :
1062-922X
DOI :
10.1109/ICSMC.2008.4811384