DocumentCode
423767
Title
Chinese handwriting-based writer identification by texture analysis
Author
HE, Z.Y. ; Tang, Y.Y.
Author_Institution
Dept. of Comput. Sci., Hong Kong Baptist Univ., Kowloon, China
Volume
6
fYear
2004
fDate
26-29 Aug. 2004
Firstpage
3488
Abstract
Handwriting-based writer identification is a hot research field in pattern recognition. Given that the handwritings of different people are often visually distinctive, we regard the global text and single character of Chinese as textures and thus apply techniques of texture analysis to them. We present two methods of texture analysis on Chinese off-line handwriting writer identification, one is text-independent and the other is text-dependent. Further, the combination of these two methods is also applied on our application. Through experiments, ideal results are achieved.
Keywords
handwritten character recognition; image texture; Chinese handwriting; handwriting writer identification; pattern recognition; text-dependent method; text-independent method; texture analysis; Autocorrelation; Computer science; Filtering; Gabor filters; Humans; Modems; Pattern recognition; Performance analysis; Transducers; Writing;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics, 2004. Proceedings of 2004 International Conference on
Print_ISBN
0-7803-8403-2
Type
conf
DOI
10.1109/ICMLC.2004.1380392
Filename
1380392
Link To Document