• DocumentCode
    672262
  • Title

    A novel and fast algorithm for random valued impulse image noise cancellation using cubic B-splines

  • Author

    Saxena, Manoj ; Gupta, M.K.

  • Author_Institution
    Dept. of Comput. Sci., Rajasthan Tech. Univ., Kota, India
  • fYear
    2013
  • fDate
    9-11 Dec. 2013
  • Firstpage
    421
  • Lastpage
    426
  • Abstract
    A novel and faster method for cancellation of random valued impulse noise is proposed in this paper. Our proposed algorithm works in two stages. In stage one, the noisy pixels are located and eliminated and in second stage, these noisy pixels are used for edge restoration. The results thus obtained are quite better and comparable to previously proposed algorithms and methods even at the noise levels of 60%.
  • Keywords
    image denoising; image restoration; impulse noise; random noise; splines (mathematics); cubic B-splines; edge restoration; noisy pixels; random valued impulse image noise cancellation; Image edge detection; Image restoration; Interpolation; Noise measurement; PSNR; Splines (mathematics); Impulse noise; cubic b-splines; edge restoration; noise cancellation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Information Processing (ICIIP), 2013 IEEE Second International Conference on
  • Conference_Location
    Shimla
  • Print_ISBN
    978-1-4673-6099-9
  • Type

    conf

  • DOI
    10.1109/ICIIP.2013.6707627
  • Filename
    6707627