• DocumentCode
    3360537
  • Title

    Separation of overlapped color planes for document images

  • Author

    Zheng, Danian ; Sun, Jun ; Naoi, Satoshi ; Suwa, Misako ; Takebe, Hiroaki ; Hotta, Yoshinobu

  • Author_Institution
    Fujitsu R&D Co. Ltd., Beijing, China
  • fYear
    2010
  • fDate
    26-29 Sept. 2010
  • Firstpage
    1949
  • Lastpage
    1952
  • Abstract
    Color plane separation is very useful in processing color document images. Many reported methods take it as a multi-class classification problem and work not well in overlapped color regions. This paper proposed a simple but effective linear projection based method for separating overlapped color planes. The separation task is taken as a probability problem, i.e., in the output plane, target color should have high response and the other colors should have low response, or vice versa. Furthermore, it assumes that the number of foreground colors is low, typically one to four, and overlapped areas contain mixed colors instead of opaque covering. Experimental results demonstrate the effectiveness and flexibility of our method.
  • Keywords
    image colour analysis; color plane separation; document image; linear projection method; multiclass classification problem; overlapped color plane; Color; Conferences; Feature extraction; Image color analysis; Pixel; Principal component analysis; Text analysis; Color planes; color clusters; color mixing; document images; projection axis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing (ICIP), 2010 17th IEEE International Conference on
  • Conference_Location
    Hong Kong
  • ISSN
    1522-4880
  • Print_ISBN
    978-1-4244-7992-4
  • Electronic_ISBN
    1522-4880
  • Type

    conf

  • DOI
    10.1109/ICIP.2010.5653139
  • Filename
    5653139