• DocumentCode
    469016
  • Title

    Inpainting based on total variation

  • Author

    Guo, Wei ; Qiao, Li-hong

  • Author_Institution
    Beijing Univ., Beijing
  • Volume
    2
  • fYear
    2007
  • fDate
    2-4 Nov. 2007
  • Firstpage
    939
  • Lastpage
    943
  • Abstract
    Inpainting, the technique of modifying an image in an undetectable form, is as ancient as art itself. With the release of the new image compression standard JPEG2000, people pay more attention to the wavelet inpainting problems. We consider the problems of filling in missing or damaged coefficients in both spatial and wavelet domain. First, we propose an algorithm in order to restore long and narrow blank automatically in spatial domain. It introduces different weights into the algorithm according to features of image and we can achieve better inpainting results with much less computation time. Second, we present another new algorithm for the wavelet based inpainting problems. The algorithm is simple and has good recovery effect even if as high as 90% wavelet coefficients have been lost. Moreover, convergence rate is enormous speed up.
  • Keywords
    image restoration; wavelet transforms; JPEG2000; image compression standard; total variation; wavelet inpainting; Art; Convergence; Image coding; Image restoration; Iterative algorithms; Painting; TV; Transform coding; Wavelet coefficients; Wavelet domain; image inpainting; total variation; variational/PDE method; wavelet transform;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Wavelet Analysis and Pattern Recognition, 2007. ICWAPR '07. International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4244-1065-1
  • Electronic_ISBN
    978-1-4244-1066-8
  • Type

    conf

  • DOI
    10.1109/ICWAPR.2007.4420804
  • Filename
    4420804