• DocumentCode
    419644
  • Title

    Address-block extraction by Bayesian rule

  • Author

    Kagehiro, Tatsuhiko ; Koga, Masashi ; Sako, Hiroshi ; Fujisawa, Hiromichi

  • Author_Institution
    Central Res. Lab., Hitachi Ltd., Tokyo, Japan
  • Volume
    2
  • fYear
    2004
  • fDate
    23-26 Aug. 2004
  • Firstpage
    582
  • Abstract
    A method for extracting a recipient address-block from a mail image has been developed. The method is composed of two steps: nomination of address-block candidates and evaluation of these candidates by using the Bayesian rule according to each of address-block type. Accordingly, the proposed method can cope with various types of address-blocks. The effectiveness of the method was confirmed in several address extraction experiments. These experiments show that the top-five extraction results include one correct address-block in 94% of total number of printed-mail cases and 89% in of handwritten-mail cases.
  • Keywords
    belief networks; document image processing; postal services; Bayesian rule; address-block extraction; mail image; Bayesian methods; Character recognition; Humans; Image resolution; Laboratories; Pattern recognition; Postal services; Writing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pattern Recognition, 2004. ICPR 2004. Proceedings of the 17th International Conference on
  • ISSN
    1051-4651
  • Print_ISBN
    0-7695-2128-2
  • Type

    conf

  • DOI
    10.1109/ICPR.2004.1334315
  • Filename
    1334315