• DocumentCode
    971163
  • Title

    The document spectrum for page layout analysis

  • Author

    O´Gorman, Lawrence

  • Author_Institution
    AT&T Bell Labs., Murray Hill, NJ, USA
  • Volume
    15
  • Issue
    11
  • fYear
    1993
  • fDate
    11/1/1993 12:00:00 AM
  • Firstpage
    1162
  • Lastpage
    1173
  • Abstract
    Page layout analysis is a document processing technique used to determine the format of a page. This paper describes the document spectrum (or docstrum), which is a method for structural page layout analysis based on bottom-up, nearest-neighbor clustering of page components. The method yields an accurate measure of skew, within-line, and between-line spacings and locates text lines and text blocks. It is advantageous over many other methods in three main ways: independence from skew angle, independence from different text spacings, and the ability to process local regions of different text orientations within the same image. Results of the method shown for several different page formats and for randomly oriented subpages on the same image illustrate the versatility of the method. We also discuss the differences, advantages, and disadvantages of the docstrum with respect to other lay-out methods
  • Keywords
    document image processing; image segmentation; between-line spacings; bottom-up method; docstrum; document image processing; document spectrum; nearest-neighbor clustering; skew; structural page layout analysis; text spacings; within-line spacings; Character recognition; Document image processing; Image analysis; Image segmentation; Independent component analysis; Magnetic analysis; Optical character recognition software; Optical sensors; Performance analysis; Text analysis;
  • fLanguage
    English
  • Journal_Title
    Pattern Analysis and Machine Intelligence, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0162-8828
  • Type

    jour

  • DOI
    10.1109/34.244677
  • Filename
    244677