Title :
Skeletonization of decorative characters by graph spectral decomposition
Author :
Kawano, Hideaki ; Shimamura, Akito ; Orii, Hideaki ; Maeda, Hiroshi ; Ikoma, Norikazu
Author_Institution :
Fac. of Eng., Kyushu Inst. of Technol., Kitakyushu
Abstract :
Decorative characters are widely used in various scenes. Practical optical character reader is required to deal with not only common fonts but also complex designed fonts. However, since the appearances of decorated characters are complicated, most general character recognition systems cannot give good performances on decorated characters. In this paper, an algorithm that can extract character´s essential structure from a decorative character is proposed. This algorithm is applied in preprocessing of character recognition. Experimental results show character skeletons are clearly extracted from very complex decorative characters.
Keywords :
image thinning; optical character recognition; character recognition system; character skeleton; decorative character; graph spectral decomposition; optical character reader; skeletonization; Cameras; Character recognition; Data mining; Graph theory; Layout; Optical character recognition software; Optical design; Pattern analysis; Pattern matching; Skeleton; Decorative Character; Graph Spectral Decomposition;
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.2008.4811286