• DocumentCode
    2870639
  • Title

    JKanji: wavelet-based interactive kanji completion

  • Author

    Stockton, Robert ; Sukthankar, Rahul

  • Author_Institution
    Just Res., Pittsburgh, PA, USA
  • Volume
    4
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    442
  • Abstract
    JKanji is an interactive character completion system that provides stroke-order-independent recognition of complex handwritten glyphs such as Japanese kanji or Chinese hanzi. As the user enters each stroke, JKanji offers a menu of likely completions, generated from a robust multiscale matching algorithm augmented with a statistical language model. Unlike many existing systems, JKanji can incrementally incorporate new training examples, either to adapt to the idiosyncrasies of a particular user, or to increase its vocabulary. On a kanji input task with a vocabulary of 6369 kanji and English characters, JKanji has demonstrated 93%-96% recognition accuracy and up to 80% reduction in the number of input strokes. JKanji is computationally efficient, processing images at 5-10 Hz on an inexpensive portable computer and is well-suited for integration into personal digital assistants as an input method. JKanji´s recognition system also processes low-quality digital camera images
  • Keywords
    handwritten character recognition; learning systems; maximum likelihood estimation; pattern matching; wavelet transforms; JKanji; Japanese; handwritten character recognition; interactive character completion system; learning set; likelihood estimation; pattern matching; stroke-order-independent recognition; wavelet decomposition; Character recognition; Digital cameras; Handheld computers; Handwriting recognition; Image recognition; Personal digital assistants; Portable computers; Prototypes; Robustness; Vocabulary;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pattern Recognition, 2000. Proceedings. 15th International Conference on
  • Conference_Location
    Barcelona
  • ISSN
    1051-4651
  • Print_ISBN
    0-7695-0750-6
  • Type

    conf

  • DOI
    10.1109/ICPR.2000.902953
  • Filename
    902953