• DocumentCode
    1246952
  • Title

    On enhancing H.264/AVC video rate control by PSNR-based frame complexity estimation

  • Author

    Jiang, Minqiang ; Ling, Nam

  • Author_Institution
    Dept. of Comput. Eng., Santa Clara Univ., CA, USA
  • Volume
    51
  • Issue
    1
  • fYear
    2005
  • Firstpage
    281
  • Lastpage
    286
  • Abstract
    In this paper, we present a PSNR-based frame complexity estimation to improve H.264/AVC rate control. Our scheme is based on adding PSNR-based complexity estimation to the existing mean absolute difference based (MAD-based) complexity measure to form s combined frame complexity estimation. The aim is to allocate bits more accurately, especially for frames with scene changes and high motions. Bit allocation to each frame is not just computed by encoder buffer status but also by a combined frame complexity measure. The quadratic rate-quantization (R-Q) model is used to determine the quantization parameter (QP) for each frame and the computed QP is further adjusted in two special cases. We also propose a frame skipping decision scheme to improve the performance at high frame rates. Simulation results show that the H.264 coder, using our proposed scheme, achieves better visual performances with similar or smaller PSNR deviations when compared to that of the recent JMS.6 rate control.
  • Keywords
    computational complexity; image enhancement; quantisation (signal); video coding; H.264-AVC video rate control; PSNR-based frame complexity estimation; bit allocation; frame skipping decision scheme; image enhancement; mean absolute difference; quadratic rate-quantization model; video coding; Automatic voltage control; Bit rate; IEC standards; ISO standards; Layout; PSNR; Quadratic programming; Quantization; Standards development; Video coding;
  • fLanguage
    English
  • Journal_Title
    Consumer Electronics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0098-3063
  • Type

    jour

  • DOI
    10.1109/TCE.2005.1405733
  • Filename
    1405733