• DocumentCode
    1678214
  • Title

    Border detection of document images scanned from large books

  • Author

    Shamqoli, Maryam ; Khosravi, Hossein

  • Author_Institution
    Dept. of Electr. & Robotic Eng., Shahrood Univ. of Technol., Shahrood, Iran
  • fYear
    2013
  • Firstpage
    84
  • Lastpage
    88
  • Abstract
    Document images usually suffer from some unwanted transformations like skew and warping. When dealing with large books, another problem is also introduced; when we capture a page of a large book using digital camera or scanner, some extra margins appears. The resulting document is often framed by a dark border and noisy text regions from neighboring page. In this paper, we introduce a novel technique for enhancing the document images by automatically detecting the document borders and cutting out noisy area. Our methodology is based on projecting profiles combined with an edge detection process. Experimental results on several document images, mainly historical with a small slope, indicate the effectiveness of the proposed technique.
  • Keywords
    document image processing; edge detection; image enhancement; image sensors; border detection; dark border; digital camera; document borders; document image enhancement; document images; edge detection process; large books; neighboring page; noisy text regions; scanner; skew; unwanted transformations; warping; Classification algorithms; Histograms; Image edge detection; Noise; Noise measurement; Optical character recognition software; Wiener filters; Border Detection; Edge Detection; OCR Preprocessing; Projection Profile;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Vision and Image Processing (MVIP), 2013 8th Iranian Conference on
  • Conference_Location
    Zanjan
  • ISSN
    2166-6776
  • Print_ISBN
    978-1-4673-6182-8
  • Type

    conf

  • DOI
    10.1109/IranianMVIP.2013.6779955
  • Filename
    6779955