• DocumentCode
    3001810
  • Title

    Logical labeling of document images based on form layout features

  • Author

    Engel, Andreads ; Ubiel, Frankd

  • Author_Institution
    Res. Center for Artificial Intelligence, Kaiserslautern, Germany
  • fYear
    1997
  • fDate
    35601
  • Firstpage
    26
  • Lastpage
    31
  • Abstract
    Form classification and labeling is an important problem in the context of document processing. This paper presents a new method for exemplary learning the appearance of documents, i.e. empty forms. Taking scanned form images, the system identifies significant layout features and based on that, determines layout reference patterns. These patterns are used to classify and label filled instances of the represented forms. Thorough experimental tests show the reliability of the approach when applied to everyday documents
  • Keywords
    business forms; document image processing; feature extraction; image classification; pattern recognition; document image logical labeling; document processing; empty forms; exemplary learning; form classification; form image scanning; form labeling; form layout features; layout reference patterns; reliability; Computer vision; Contracts; Financial management; Focusing; Labeling; Subscriptions; Testing; Visual perception;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Document Image Analysis, 1997. (DIA '97) Proceedings., Workshop on
  • Conference_Location
    San Juan
  • Print_ISBN
    0-8186-8055-5
  • Type

    conf

  • DOI
    10.1109/DIA.1997.627088
  • Filename
    627088