• DocumentCode
    2030215
  • Title

    Comparison of elastic matching algorithms for online Tamil handwritten character recognition

  • Author

    Joshi, Niranjan ; Sita, G. ; Ramakrishnan, A.G. ; Madhvanath, Sriganesh

  • Author_Institution
    Indian Inst. of Sci., Bangalore, India
  • fYear
    2004
  • fDate
    26-29 Oct. 2004
  • Firstpage
    444
  • Lastpage
    449
  • Abstract
    We present a comparison of elastic matching schemes for writer dependent on-line handwriting recognition of isolated Tamil characters. Three different features are considered namely, preprocessed x-y coordinates, quantized slope values, and dominant point coordinates. Seven schemes based on these three features and dynamic time warping distance measure are compared with respect to recognition accuracy, recognition speed, and number of training templates. Along with these results, possible grouping strategies and error analysis is also presented in brief.
  • Keywords
    distance measurement; error analysis; handwritten character recognition; image matching; dominant point coordinates; dynamic time warping distance measure; elastic matching algorithms; error analysis; grouping strategies; online Tamil handwritten character recognition; preprocessed x-y coordinates; quantized slope values; recognition accuracy; recognition speed; training templates; Character recognition; Error analysis; Handwriting recognition; Keyboards; Natural languages; Personal digital assistants; Speech recognition; Time measurement; Velocity measurement; Writing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Frontiers in Handwriting Recognition, 2004. IWFHR-9 2004. Ninth International Workshop on
  • ISSN
    1550-5235
  • Print_ISBN
    0-7695-2187-8
  • Type

    conf

  • DOI
    10.1109/IWFHR.2004.30
  • Filename
    1363951