• DocumentCode
    2140256
  • Title

    Fast 3D non-local denoising algorithm for video image using inter-frames dependency

  • Author

    Zhi-Yu Wang ; You-Ping Fu

  • Author_Institution
    Dept. of Software, Jilin Univ., Changchun, China
  • fYear
    2013
  • fDate
    23-25 July 2013
  • Firstpage
    1334
  • Lastpage
    1338
  • Abstract
    We presented a novel 3D non-local denoising algorithm for video enhancement. The main advantage of our algorithms is exploiting the correlation of patches in multi-frames. Meanwhile, assuming existence of larger similarity, we take advantage of temporal and spatial redundancies to estimate filter rather than calculate Euclidean distance. Comparative results show that our algorithms can be about 3 times faster than traditional non-local algorithms, while achieving almost equal denoising performance.
  • Keywords
    filtering theory; image denoising; image enhancement; video signal processing; fast 3D nonlocal denoising algorithm; inter-frames dependency; video enhancement; video image; Acceleration; Equations; Image denoising; Mathematical model; Noise reduction; PSNR; Three-dimensional displays; 3D non-local denoising; video denoising; video enhancement;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Natural Computation (ICNC), 2013 Ninth International Conference on
  • Conference_Location
    Shenyang
  • Type

    conf

  • DOI
    10.1109/ICNC.2013.6818186
  • Filename
    6818186