• DocumentCode
    2567210
  • Title

    A method to restore Chinese warped document images based on binding characters and building curved lines

  • Author

    Liu, Hong ; Lu, Ye

  • Author_Institution
    Key Lab. of Machine Perception & Intell., Peking Univ., Beijing, China
  • fYear
    2009
  • fDate
    11-14 Oct. 2009
  • Firstpage
    984
  • Lastpage
    990
  • Abstract
    With rapid development of information technology, more and more document images are made by scanners. But new problem comes out that many of document images from thick books are warped. It is quite inconvenient for further process on computer. This paper introduces an integrative algorithm on restoring Chinese document images, which is a new filed and few researchers have worked on this subject yet. The complicated structure of Chinese ¿block words¿ makes the problem more difficult. To solve this, a restoring method which is based on binding characters iteratively and building curved lines using parallel lines method is introduced. In the phase of fitting, SVR is adopted instead of other parameter methods. An idea of collaboration is also recommended to guarantee the quality of the final results. Correction rate of 94% for experiment of 300 document images proves this method works out very well.
  • Keywords
    document image processing; image restoration; Chinese warped document images; binding characters; building curved lines; image restoration; integrative algorithm; Books; Buildings; Cameras; Cybernetics; Image restoration; Intelligent structures; Laboratories; Machine intelligence; Surface fitting; USA Councils; document image; restoring; warped document;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man and Cybernetics, 2009. SMC 2009. IEEE International Conference on
  • Conference_Location
    San Antonio, TX
  • ISSN
    1062-922X
  • Print_ISBN
    978-1-4244-2793-2
  • Electronic_ISBN
    1062-922X
  • Type

    conf

  • DOI
    10.1109/ICSMC.2009.5346063
  • Filename
    5346063