• DocumentCode
    2546838
  • Title

    Large block inpainting by color continuation analysis

  • Author

    Shih, Timothy K. ; Chang, Rong-Chi ; Lu, Liang-Chen ; Lin, Louis H.

  • Author_Institution
    Dept. of Comput. Sci. & Inf. Eng., Tamkang Univ., Taipei, Taiwan
  • fYear
    2004
  • fDate
    5-7 Jan. 2004
  • Firstpage
    196
  • Lastpage
    202
  • Abstract
    Automatic inpainting is a mechanism which repairs damaged pictures using an approximation mechanism. The most difficult problem is to inpaint a large damaged area, without knowing its content. One possible solution is to use color interpolation or extrapolation on surrounding pixels. However, spatial characteristics such as edges and pixel continuations are hard to be restored. In this research, we propose a series of automatic algorithms, which is based on an analysis of color continuations. Large damaged blocks are repaired, before the rest smaller potions are repaired by a multiresolution inpainting algorithm. The mechanism is tested on more than 2000 images, including cartoon drawing, photos, Chinese painting, and western painting. Our results prove that, the proposed automatic mechanism fixes damaged image up to a certain degree of satisfaction from the users. The demonstration of our work is available at: http://www.mine.tku.edu.tw/demos/inpaint.
  • Keywords
    image colour analysis; image restoration; interpolation; approximation mechanism; automatic inpainting; color continuation analysis; color continuations; color extrapolation; color interpolation; damaged image; digital inpainting; image restoration; large block inpainting; multiresolution inpainting; Algorithm design and analysis; Computer science; Extrapolation; Image color analysis; Image restoration; Interpolation; Painting; Pixel; Testing; Watermarking;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Multimedia Modelling Conference, 2004. Proceedings. 10th International
  • Print_ISBN
    0-7695-2084-7
  • Type

    conf

  • DOI
    10.1109/MULMM.2004.1264986
  • Filename
    1264986