• DocumentCode
    249876
  • Title

    Low delay Wyner-Ziv coding using optical flow

  • Author

    Salmistraro, Matteo ; Forchhammer, Soren

  • Author_Institution
    DTU Fotonik, Tech. Univ. of Denmark, Lyngby, Denmark
  • fYear
    2014
  • fDate
    27-30 Oct. 2014
  • Firstpage
    5591
  • Lastpage
    5595
  • Abstract
    Distributed Video Coding (DVC) is a video coding paradigm that exploits the source statistics at the decoder based on the availability of the Side Information (SI). The SI can be seen as a noisy version of the source, and the lower the noise the higher the RD performance of the decoder. The SI is usually generated by means of interpolation-based methods, which rely on the availability of a preceding and a following frame with respect to the to-be-decoded one. These methods lead to relatively high RD performance but also high delays. This work is focused on a low-delay DVC codec, relying only on preceding frames for the generation of the SI by means of Optical Flow (OF), which is also used in the refinement step of the SI for enhanced RD performance. Compared with a state-of-the-art extrapolation-based decoder the proposed solution achieves RD BjØntegaard gains up to 1.3 dB.
  • Keywords
    image sequences; video coding; OF; RD Bjøntegaard gains; SI generation; SI refinement step; decoder RD performance enhancement; distributed video coding; low-delay DVC codec; low-delay Wyner-Ziv coding; noisy source; optical flow; preceding frames; side information; source statistics; video coding paradigm; Codecs; Decoding; Encoding; Extrapolation; Interpolation; Silicon; Video coding; Distributed Video Coding; Extrapolation; Optical Flow; Wyner-Ziv Coding;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing (ICIP), 2014 IEEE International Conference on
  • Conference_Location
    Paris
  • Type

    conf

  • DOI
    10.1109/ICIP.2014.7026131
  • Filename
    7026131