• DocumentCode
    2334436
  • Title

    Rate-distortion optimized video streaming with adaptive playout

  • Author

    Kalman, Mark ; Steinbach, Eckehard ; Girod, Bernd

  • Author_Institution
    Dept. of Electr. Eng., Stanford Univ., CA, USA
  • Volume
    3
  • fYear
    2002
  • fDate
    2002
  • Abstract
    We propose a new scheme for streaming media systems that combines adaptive media playout (AMP) with rate-distortion (R-D)optimized packet transmission. AMP, the client-controlled, adaptive modification of the media playout rate, allows us to flexibly adjust the playout deadlines of individual packets, and can therefore reduce reconstruction distortion. This added flexibility incurs a subjective cost, however. We introduce functions that assess the subjective cost of a schedule of playout rate modifications, and we show how to optimize the schedule with respect to these costs and distortion. Because the optimal playout rate schedule and the R-D optimal transmission schedule are interdependent, we solve the two problems jointly. In simulations that model a receiver-driven scenario, results for a short media clip show a more than 2 dB improvement in mean PSNR for R-D optimized transmission scheduling combined with a moderate amount of AMP, over R-D optimized transmission scheduling alone.
  • Keywords
    adaptive signal processing; image reconstruction; optimisation; packet switching; rate distortion theory; video signal processing; visual communication; R-D optimized transmission scheduling; adaptive media playout; adaptive playout; mean PSNR; media clip; media playout rate; optimal playout rate schedule; optimal transmission schedule; playout deadlines; rate-distortion optimized packet transmission; rate-distortion optimized video streaming; receiver-driven scenario; reconstruction distortion reduction; simulations; streaming media systems; subjective cost; Adaptive systems; Cost function; Information systems; Kalman filters; Laboratories; Programmable control; Rate-distortion; Resource management; Scheduling; Streaming media;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing. 2002. Proceedings. 2002 International Conference on
  • ISSN
    1522-4880
  • Print_ISBN
    0-7803-7622-6
  • Type

    conf

  • DOI
    10.1109/ICIP.2002.1038937
  • Filename
    1038937