• DocumentCode
    427116
  • Title

    Frame layer bit allocation scheme for constant quality video

  • Author

    Jiang, Minqiang ; Yi, Xiaoquan ; Ling, Nam

  • Author_Institution
    Dept. of Comput. Eng., Santa Clara Univ., CA
  • Volume
    2
  • fYear
    2004
  • fDate
    30-30 June 2004
  • Firstpage
    1055
  • Abstract
    In order to achieve constant quality across the whole video sequence under the channel bandwidth and buffer constraints, it is necessary to allocate more bits to frames with scene changes or high complexity and fewer bits to low complexity frames. In this work, we propose a new frame layer bit allocation scheme for H.264 video coding using mean absolute difference (MAD) ratio, which is the ratio of MAD of current frame to the average MAD from the starting frame up to the previous frame in a GOP. We provide a theoretical justification of MAD ratio as a measure of frame complexity. Bit budget is allocated to frames according to their MAD ratios, combined with the bits computed based on their buffer status. Simulation results show that the H.264 coder, using our proposed algorithm with virtually little computational complexity added, effectively alleviates visual quality degradation caused by high motion or scene changes. Our proposed algorithm significantly reduces the standard deviation of PSNR, hence producing a nearly constant video quality throughout the whole video sequence, when compared with other existing video schemes
  • Keywords
    bandwidth allocation; buffer storage; code standards; image sequences; statistical analysis; variable rate codes; video coding; video streaming; H.264 coder; H.264 video coding; MAD ratio; PSNR standard deviation; bandwidth allocation; buffer status; constant quality video; frame complexity; frame layer bit allocation; mean absolute difference ratio; video sequence; Bandwidth; Bit rate; Computational modeling; Fluid flow control; Large Hadron Collider; PSNR; Quadratic programming; Quantization; Video coding; Whales;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Multimedia and Expo, 2004. ICME '04. 2004 IEEE International Conference on
  • Conference_Location
    Taipei
  • Print_ISBN
    0-7803-8603-5
  • Type

    conf

  • DOI
    10.1109/ICME.2004.1394389
  • Filename
    1394389