• DocumentCode
    2013513
  • Title

    Predictive DP Matching for On-Line Character Recognition

  • Author

    Baba, Daiki ; Uchida, Seiichi ; Sakoe, Hiroaki

  • Author_Institution
    Kyushu Univ., Fukuoka
  • Volume
    2
  • fYear
    2007
  • fDate
    23-26 Sept. 2007
  • Firstpage
    674
  • Lastpage
    678
  • Abstract
    For on-line character recognition, predictive DP matching is proposed where two physically different features, coordinate features and directional features, are handled in a unified manner. For this unification, the distance of the directional features is converted into a distance of the coordinate features by a feature prediction technique. An experimental result showed that the predictive DP matching could attain a recognition rate comparable to the rate by the conventional DP matching which requires the costly optimization of the weight to balance the two features.
  • Keywords
    dynamic programming; feature extraction; handwritten character recognition; pattern matching; online character recognition; optimization; predictive dynamic programming matching; Character recognition; Dynamic programming; Grounding; Pattern matching; Probability density function; Robustness; Shape; Stochastic processes;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Document Analysis and Recognition, 2007. ICDAR 2007. Ninth International Conference on
  • Conference_Location
    Parana
  • ISSN
    1520-5363
  • Print_ISBN
    978-0-7695-2822-9
  • Type

    conf

  • DOI
    10.1109/ICDAR.2007.4377000
  • Filename
    4377000