• DocumentCode
    3188694
  • Title

    Segmentation of images of stained papers based on distance perception

  • Author

    Mello, Carlos A B

  • Author_Institution
    Center of Inf., Fed. Univ. of Pernambuco, Recife, Brazil
  • fYear
    2010
  • fDate
    10-13 Oct. 2010
  • Firstpage
    1636
  • Lastpage
    1642
  • Abstract
    A new approach to segment images of historical documents that are in stained paper is presented herein. Due to their characteristics, these images are very difficult to segment, especially in documents with high illumination variance along the image, non-uniform degradation and the presence of smudges or smears. We propose herein the decreasing of the foreground information (the ink) by simulating the information we perceive when we go far from the document image. As we stand back, the text tends to disappear remaining just the main colors from the background. The method is very efficient in documents with several types of degradation although it is not suitable for small noises.
  • Keywords
    document image processing; image colour analysis; image segmentation; distance perception; document image; historical documents; image segmentation; stained papers; Image resolution; Image segmentation; Ink; Noise; ancient documents; segmentation; stained paper; visual perception;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems Man and Cybernetics (SMC), 2010 IEEE International Conference on
  • Conference_Location
    Istanbul
  • ISSN
    1062-922X
  • Print_ISBN
    978-1-4244-6586-6
  • Type

    conf

  • DOI
    10.1109/ICSMC.2010.5642394
  • Filename
    5642394