• DocumentCode
    2444077
  • Title

    A Novel Non-linear Method of Automatic Video Scratch Removal

  • Author

    Huo, Xing ; Tan, Jieqing

  • Author_Institution
    Sch. of Comput. & Inf., Hefei Univ. of Technol., Hefei, China
  • fYear
    2012
  • fDate
    23-25 Nov. 2012
  • Firstpage
    39
  • Lastpage
    45
  • Abstract
    Video in painting is an important topic in digital image processing. Old age, repeat play and improper preservation always deteriorate the film, dust and mechanical operations produce artifacts like scratches and blotches. This paper presents an automatic scratch detection and removal approach. An accurate wavelet method is introduced to automatically detect the scraches and a new nonlinear continued fraction method dealing with both spatical and temporal information around the scratch is investigated in the restoration stage. In our experiment results, we show that our scheme not only obtains more accurate detection of scratches, but also gives better video quality.
  • Keywords
    image restoration; video signal processing; wavelet transforms; artifacts; automatic scratch detection; automatic video scratch removal; blotches; digital image processing; dust operations; mechanical operations; nonlinear continued fraction method; restoration stage; spatical information; temporal information; video quality; wavelet method; Arrays; Discrete wavelet transforms; Educational institutions; Image restoration; Interpolation; continued fraction; non-linear interpolation; scratch detection; video inpainting;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Digital Home (ICDH), 2012 Fourth International Conference on
  • Conference_Location
    Guangzhou
  • Print_ISBN
    978-1-4673-1348-3
  • Type

    conf

  • DOI
    10.1109/ICDH.2012.38
  • Filename
    6376381