• 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