• DocumentCode
    3026870
  • Title

    An new method for image inpainting using wavelets

  • Author

    Wang, Faniu ; Liang, Dong ; Wang, Nian ; Cheng, Zhiyou ; Tang, Jun

  • Author_Institution
    Dept. of Electron. Sci. & Technol., Anhui Univ., Hefei, China
  • fYear
    2011
  • fDate
    26-28 July 2011
  • Firstpage
    201
  • Lastpage
    204
  • Abstract
    In this paper, we present a new technique for image inpainting using wavelets. Firstly the damaged area is roughly resorted by the fast marching inpainting method in spatial domain. Then the image is projected onto the wavelet domain, the wavelet coefficient corresponding to the damaged block is revalued based upon the known coefficient of its neighborhood in detail subband, while the wavelet approximation is restored by fast marching inpainting method. An inverse wavelet transform is carried out to get an image in spatial domain. This procedure is repeated in several times and the image is projected onto wavelet domain and spatial domain alternately with being applied suitable constraints in each domain. The method iteratively converges to an image with the damaged area being restored. Our experimental results show that the resulting restored area is homogeneous with its surrounding and the inpainting speed is quite fast.
  • Keywords
    approximation theory; image processing; wavelet transforms; fast marching inpainting method; image inpainting method; inverse wavelet transform; spatial domain; wavelet approximation; wavelet coefficient; wavelet domain; Frequency domain analysis; Image restoration; Maintenance engineering; Wavelet coefficients; Wavelet domain; fast marching method; inpainting; wavelet transform;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Multimedia Technology (ICMT), 2011 International Conference on
  • Conference_Location
    Hangzhou
  • Print_ISBN
    978-1-61284-771-9
  • Type

    conf

  • DOI
    10.1109/ICMT.2011.6001898
  • Filename
    6001898