• DocumentCode
    1636991
  • Title

    An A Posteriori Probability Calculation Method for Analytic Word Recognition Applicable to Address Recognition

  • Author

    Hamamura, Tomoyuki ; Akagi, Takuma ; Irie, Bunpei

  • Author_Institution
    Toshiba Corp., Tokyo, Japan
  • fYear
    2009
  • Firstpage
    391
  • Lastpage
    395
  • Abstract
    In this paper, we propose a novel calculation method of an ldquoa posteriorirdquo probability for analytic word recognition.The method is suitable for address recognition tasks. Our previous method needs calculation over all words in a lexicon,while the proposed method only needs calculation on the concerned word. In the address recognition task, lexicon size becomes very large and only a part of it can be handled. Hence, the previous method cannot be used, and the proposed method is convenient. Experimental results show that the proposed method guarantees high precision of probability calculation.
  • Keywords
    character recognition; probability; a posteriori probability calculation method; address recognition; analytic word recognition; Algorithm design and analysis; Character recognition; Cost function; Handwriting recognition; Hidden Markov models; Performance analysis; Probability; Statistical analysis; Text analysis; Bayes´ decision rule; a posteriori probability; address recognition; analytic word recognition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Document Analysis and Recognition, 2009. ICDAR '09. 10th International Conference on
  • Conference_Location
    Barcelona
  • ISSN
    1520-5363
  • Print_ISBN
    978-1-4244-4500-4
  • Electronic_ISBN
    1520-5363
  • Type

    conf

  • DOI
    10.1109/ICDAR.2009.240
  • Filename
    5277655