• DocumentCode
    419542
  • Title

    Screen pattern removal for character pattern extraction from high-resolution color document images

  • Author

    Goto, Hideaki ; Aso, Hirotomo

  • Author_Institution
    Inf. Synergy Center, Tohoku Univ., Sendai, Japan
  • Volume
    1
  • fYear
    2004
  • fDate
    23-26 Aug. 2004
  • Firstpage
    490
  • Abstract
    Screen patterns used in offset-printing become visible or cause moire noise in the images if the documents are scanned at high resolution such as 400dpi or more. This has been an obstacle in developing document recognition systems which handle color documents. This paper proposes a new method for filtering screen patterns/noise in high-resolution color document images. The method utilizes a wavelet analysis for screen pattern detection. Experimental results show that our method can smear periodic screen patterns effectively preserving thin character strokes.
  • Keywords
    character recognition; document image processing; feature extraction; image colour analysis; image resolution; printing; wavelet transforms; character pattern extraction; color document images; document recognition systems; high resolution images; moire noise; offset printing; screen pattern detection; screen pattern filtering; screen pattern removal; thin character strokes preservation; wavelet analysis; Color; Colored noise; Filtering; Image resolution; Image segmentation; Ink; Optical character recognition software; Pattern analysis; Smoothing methods; Wavelet analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pattern Recognition, 2004. ICPR 2004. Proceedings of the 17th International Conference on
  • ISSN
    1051-4651
  • Print_ISBN
    0-7695-2128-2
  • Type

    conf

  • DOI
    10.1109/ICPR.2004.1334173
  • Filename
    1334173