• DocumentCode
    998475
  • Title

    Shading extraction and correction for scanned book images

  • Author

    Meng, Gaofeng ; Zheng, Nanning ; Du, Shaoyi ; Song, Yonghong ; Zhang, Yuanlin

  • Author_Institution
    Inst. of Artificial Intell. & Robot., Xi´´an Jiaotong Univ., Xi´´an
  • Volume
    15
  • fYear
    2008
  • fDate
    6/30/1905 12:00:00 AM
  • Firstpage
    849
  • Lastpage
    852
  • Abstract
    When one scans document pages from a bound book, shading artifacts are commonly occurred in the book spine area. In this letter, we propose a general-purpose method for image shading correction based on an assumption that the reflectance function of the page surface is piecewise constant and the illumination function is smooth. The proposed method is able to completely correct more general types of shading artifacts which are nonuniformly distributed along the book spine. Comparison experiments on a synthetic and a variety of real scanned book images demonstrate the feasibility and effectiveness of the proposed method.
  • Keywords
    document image processing; image scanners; piecewise constant techniques; smoothing methods; document page scanning; illumination function; image shading correction; image shading extraction; piecewise constant; reflectance function; scanned book image; smooth function; Books; Image converters; Image processing; Image quality; Image restoration; Lighting; Optical character recognition software; Optical distortion; Reflectivity; Shape; Document image processing; image restoration; optical model; shading correction;
  • fLanguage
    English
  • Journal_Title
    Signal Processing Letters, IEEE
  • Publisher
    ieee
  • ISSN
    1070-9908
  • Type

    jour

  • DOI
    10.1109/LSP.2008.2002929
  • Filename
    4682549