• DocumentCode
    1732405
  • Title

    FGS+: optimizing the joint SNR-temporal video quality in MPEG-4 fine grained scalable coding

  • Author

    Rajendran, Raj Kumar ; Van der Schaar, Mihaela ; Chang, Shih-Fu

  • Author_Institution
    Columbia Univ., New York, NY, USA
  • Volume
    1
  • fYear
    2002
  • fDate
    6/24/1905 12:00:00 AM
  • Abstract
    To enable video transmission over heterogeneous wireless networks, a highly scalable compression and streaming framework that can adapt to large and rapid bandwidth variations in real-time is necessary. MPEG-4 fine grained scalability (FGS) provides fine-grained SNR and temporal scalabilities, but these scalabilities are implemented and performed independently, thereby neglecting the gains that can be made from making joint SNR-temporal decisions to maximize quality. A novel fine grained SNR-temporal scalability framework called FGS+ that provides a new level of performance by considering SNR and temporal scalability jointly is presented. This new solution uses the results of our subjective tests, which indicate the levels to which SNR-quality needs to be enhanced before motion-smoothness should be improved. The study also reveals that these SNR-temporal tradeoff points vary among videos, and depend on the characteristics of the video. Based on these observations, our solution uses reference frames, enhanced relative to FGS, for prediction, improving visual quality over MPEG-4 FGS by up to 1.5 dB.
  • Keywords
    code standards; data compression; image motion analysis; noise; radio networks; telecommunication standards; video coding; visual communication; FGS+; MPEG-4 fine grained scalable coding; SNR-quality; SNR-temporal tradeoff; fine-grained SNR; heterogeneous wireless networks; joint SNR-temporal video quality; motion smoothness; multimedia communications; reference frames; scalable compression; scalable video coding; subjective tests; temporal scalability; video transmission; visual quality; Bandwidth; Intelligent networks; MPEG 4 Standard; Performance gain; Scalability; Streaming media; Testing; Video compression; Video sequences; Wireless networks;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 2002. ISCAS 2002. IEEE International Symposium on
  • Print_ISBN
    0-7803-7448-7
  • Type

    conf

  • DOI
    10.1109/ISCAS.2002.1009873
  • Filename
    1009873