• DocumentCode
    3142601
  • Title

    Robust skew estimation on low-resolution document images

  • Author

    Okun, Oleg ; Pietikäinen, Matti ; Sauvola, Jaakko

  • fYear
    1999
  • fDate
    20-22 Sep 1999
  • Firstpage
    621
  • Lastpage
    624
  • Abstract
    Presents a new technique for estimating an arbitrary skew angle using a simple and efficient text row accumulation based on first- and second-order statistics. In contrast to other works, where an image resolution of 100-300 dpi is necessary, a lower resolution (50 dpi) is enough for our method to obtain a correct result. The performance of the method was evaluated on the database UW-1 of the University of Washington and compared with an advanced Hough transform-based method. A significantly lower error rate for our method confirms its advantages and benefits for automated document processing
  • Keywords
    Hough transforms; document image processing; higher order statistics; image resolution; Hough transform; UW-1 database; arbitrary skew angle estimation; automated document processing; error rate; first-order statistics; image resolution; low-resolution document images; performance; robust skew estimation; second-order statistics; text row accumulation; Cybernetics; Error analysis; Fuzzy logic; Image analysis; Image coding; Image resolution; Pixel; Robustness; Spatial resolution; Statistics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Document Analysis and Recognition, 1999. ICDAR '99. Proceedings of the Fifth International Conference on
  • Conference_Location
    Bangalore
  • Print_ISBN
    0-7695-0318-7
  • Type

    conf

  • DOI
    10.1109/ICDAR.1999.791864
  • Filename
    791864