• DocumentCode
    2631196
  • Title

    Efficient postprocessing algorithms for error correction in handwritten Hangul address and human name recognition

  • Author

    Lee, Seong-Whan ; Kim, Eun-Soon ; Min, Byung-Woo

  • Author_Institution
    Dept. of Comput. Sci., Chungbuk Nat. Univ., South Korea
  • fYear
    1993
  • fDate
    20-22 Oct 1993
  • Firstpage
    232
  • Lastpage
    235
  • Abstract
    Proposes efficient postprocessing algorithms for error correction in handwritten Hangul (Korean script) address and human name recognition. As the load on the character recognizer for the recognition of the administrative district part in addresses was reduced by restricting the candidate characters to be matched based on a hierarchical address lexicon, the processing speed and recognition rate were greatly improved. Also, the misrecognition results from the character recognizer were corrected by using efficient postprocessing algorithms based on backtracking. For the recognition of the human name part, misrecognition of human names could be effectively corrected by combining the a priori probability and the confusion probability of each character making up the human names
  • Keywords
    backtracking; character recognition; error correction; handwriting recognition; postal services; probability; Korean script; a priori probability; administrative district; backtracking; candidate characters; character recognizer; confusion probability; error correction; handwritten Hangul address recognition; hierarchical address lexicon; human name recognition; misrecognition; postprocessing algorithms; processing speed; recognition rate; Buildings; Character generation; Character recognition; Cities and towns; Computer science; Error correction; Handwriting recognition; Humans; Knowledge based systems; Laboratories;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Document Analysis and Recognition, 1993., Proceedings of the Second International Conference on
  • Conference_Location
    Tsukuba Science City
  • Print_ISBN
    0-8186-4960-7
  • Type

    conf

  • DOI
    10.1109/ICDAR.1993.395742
  • Filename
    395742