• DocumentCode
    1834097
  • Title

    Video decoder embedded with temporal LMMSE denoising filter

  • Author

    Guo, Liwei ; Au, Oscar C. ; Ma, Mengyao ; Wong, Peter H.

  • Author_Institution
    Dept. of Electron. & Comput. Eng., Hong Kong Univ. of Sci. & Technol., Hong Kong
  • fYear
    2008
  • fDate
    18-21 May 2008
  • Firstpage
    1024
  • Lastpage
    1027
  • Abstract
    Under noisy circumstance, the encoded video can be corrupted by noise and the decoded video may be very noisy. In this paper, a novel scheme is proposed for decoding noisy video bitstreams. First a temporal linear minimum mean squared error (LMMSE) estimator for video denoising is presented. Based on the analysis of hybrid video decoder, this temporal LMMSE denoising Altering is seamlessly embedded into hybrid video decoding process. The operations performed for denoising are very few, and the total complexity of the proposed scheme is very similar to that of a regular decoder. Experimental results show that compared to the standard decoder, with the proposed scheme, the subjective quality of the decoded video can be significantly improved.
  • Keywords
    computational complexity; decoding; filtering theory; image denoising; least mean squares methods; video coding; hybrid video decoder; linear minimum mean squared error; temporal LMMSE denoising filter; video denoising; Additive noise; Decoding; Filtering; Motion estimation; Noise reduction; Nonlinear filters; Probability distribution; Transform coding; Video compression; Video sequences;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 2008. ISCAS 2008. IEEE International Symposium on
  • Conference_Location
    Seattle, WA
  • Print_ISBN
    978-1-4244-1683-7
  • Electronic_ISBN
    978-1-4244-1684-4
  • Type

    conf

  • DOI
    10.1109/ISCAS.2008.4541595
  • Filename
    4541595