• DocumentCode
    1873259
  • Title

    Improved side information generation with iterative decoding and frame interpolation for Distributed Video Coding

  • Author

    Ye, Shuiming ; Ouaret, Mourad ; Dufaux, Frederic ; Ebrahimi, Touradj

  • Author_Institution
    Ecole Polytech. Fed. de Lausanne (EPFL), Lausanne
  • fYear
    2008
  • fDate
    12-15 Oct. 2008
  • Firstpage
    2228
  • Lastpage
    2231
  • Abstract
    Distributed video coding (DVC) is a new paradigm in video coding, which is receiving a lot of interests nowadays. Side Information (SI) generation is a key function in the DVC decoder, and plays a key-role in determining the performance of the codec. This paper proposes an improved side information generation scheme, which exploits both spatial and temporal correlations in the sequences. Partially decoded Wyner-Ziv (WZ) frames, based on initial SI by motion compensation temporal interpolation (MCTI), are exploited to improve the performance of the whole SI generation. In addition, an enhanced temporal frame interpolation is proposed, including motion vector refinement and smoothing, optimal compensation mode selection, and a new matching criterion for motion estimation. Simulation results show that the proposed scheme can achieve up to 2.3 dB improvement in rate distortion (RD) performance for video with high motion, when compared to state-of-the-art DVC.
  • Keywords
    correlation methods; image matching; image sequences; interpolation; iterative decoding; motion compensation; motion estimation; smoothing methods; spatiotemporal phenomena; video codecs; video coding; distributed video coding; enhanced temporal frame interpolation; frame interpolation; image matching criterion; improved side information generation; iterative decoding; motion compensation temporal interpolation; motion estimation; motion smoothing; motion vector refinement; optimal compensation mode selection; partially decoded Wyner-Ziv frame; spatial-temporal correlation; video codec; video sequence; Codecs; Cyclic redundancy check; ISO standards; Interpolation; Iterative decoding; Motion compensation; Motion estimation; Smoothing methods; Video coding; Wireless sensor networks; Distributed Video Coding; Motion Compensation; Motion Estimation; Motion Filtering; Side Information;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 2008. ICIP 2008. 15th IEEE International Conference on
  • Conference_Location
    San Diego, CA
  • ISSN
    1522-4880
  • Print_ISBN
    978-1-4244-1765-0
  • Electronic_ISBN
    1522-4880
  • Type

    conf

  • DOI
    10.1109/ICIP.2008.4712233
  • Filename
    4712233