• DocumentCode
    3266392
  • Title

    Bi-level document image compression using layout information

  • Author

    Inglis, Stuart J. ; Witten, Ian H.

  • Author_Institution
    Dept. of Comput. Sci., Waikato Univ., Hamilton, New Zealand
  • fYear
    1996
  • fDate
    Mar/Apr 1996
  • Firstpage
    442
  • Abstract
    Most bi-level images stored on computers today comprise scanned text, and are stored using generic bi-level image technology based either on classical run-length coding, such as the CCITT Group 4 method, or on modern schemes such as JBIG that predict pixels from their local image context. However, image compression methods that are tailored specifically for images known to contain printed text can provide noticeably superior performance because they effectively enlarge the context to the character level, at least for those predictions for which such a context is relevant. To deal effectively with general documents that contain text and pictures, it is necessary to detect layout and structural information from the image, and employ different compression techniques for different parts of the image. The authors extend previous work in document image compression in two ways. First, we include automatic discrimination between text and non-text zones in an image. Second, the system is tested on a large real-world image corpus
  • Keywords
    data compression; document handling; document image processing; image coding; prediction theory; runlength codes; CCITT Group 4 method; JBIG; automatic discrimination; bilevel document image compression; image compression methods; image storage; layout information; local image context; nontext zones; performance; pictures; pixel prediction; printed text; real-world image corpus; run-length coding; scanned text; structural information; text zones; Bibliographies; Computer science; Image coding; Image databases; Image segmentation; Learning systems; Modems; Pixel; Robustness; System testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Data Compression Conference, 1996. DCC '96. Proceedings
  • Conference_Location
    Snowbird, UT
  • ISSN
    1068-0314
  • Print_ISBN
    0-8186-7358-3
  • Type

    conf

  • DOI
    10.1109/DCC.1996.488374
  • Filename
    488374