• DocumentCode
    2839889
  • Title

    A knowledge-based approach to the layout analysis

  • Author

    Esposito, Floriana ; Malerba, Donato ; Semeraro, Giovanni

  • Author_Institution
    Dipartimento di Inf., Bari Univ., Italy
  • Volume
    1
  • fYear
    1995
  • fDate
    14-16 Aug 1995
  • Firstpage
    466
  • Abstract
    In this paper, we present a hybrid approach to the problem of the document analysis in which the document image is segmented by means of a top-down technique and then basic blocks are grouped bottom-up in order to form complex layout components. In this latter process, called layout analysis, only generic knowledge on typesetting conventions is exploited. Such knowledge is independent of the particular class of processed documents and turns out to be valuable for a wide range of documents. Preliminary results of the layout analysis system LEX (Layout EXpert) show the methodological validity of this approach
  • Keywords
    document image processing; knowledge based systems; LEX; Layout EXpert; document image; generic knowledge; knowledge-based approach; layout analysis; processed documents; top-down technique; typesetting conventions; Decision trees; Distributed computing; Histograms; Image analysis; Image segmentation; Layout; Smoothing methods; Software libraries; Text analysis; Typesetting;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Document Analysis and Recognition, 1995., Proceedings of the Third International Conference on
  • Conference_Location
    Montreal, Que.
  • Print_ISBN
    0-8186-7128-9
  • Type

    conf

  • DOI
    10.1109/ICDAR.1995.599037
  • Filename
    599037