• DocumentCode
    433065
  • Title

    Optimum bit allocation for FGS video coding

  • Author

    Xie, Jun ; Chia, Liang-Tien ; Lee, Bu-Sung

  • Author_Institution
    Center for Multimedia & Network Technol., Nanyang Technol. Univ., Singapore
  • Volume
    4
  • fYear
    2004
  • fDate
    24-27 Oct. 2004
  • Firstpage
    2295
  • Abstract
    This paper proposes a new bit allocation scheme for fine-granular-scalability (FGS) video coding, through which we can achieve better video quality. Different from traditional rate-distortion (R-D) optimization schemes, we consider the characteristics of the bit-plane (BF) coding method. To be specific, we first find the approximate linear relationship between the bit rate of the FGS-layer and the percentage of nonzero binary-scaled coefficients (NZBC) in each BF; second, with mathematical justification, we derive an optimal strategy by analyzing the overall distortion with respect to NZBC. Finally, we perform our optimum bit allocation (OBA) on a FGS coder. Experimental results prove that our scheme can achieve smooth video quality with a higher average PSNR gain compared with uniform bit allocation (UBA). And for certain frames with lower PSNR, it has a gain of up to 3 dB. It is highly source-independent and more robust compared with previous bit allocation schemes.
  • Keywords
    optimisation; rate distortion theory; video coding; FGS video coding; NZBC; OBA; bit-plane coding method; fine-granular-scalability; nonzero binary-scaled coefficient; optimum bit allocation; rate-distortion optimization scheme; Bit rate; Computer networks; Discrete cosine transforms; Linear approximation; Optimization methods; PSNR; Performance analysis; Rate-distortion; Robustness; Video coding;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 2004. ICIP '04. 2004 International Conference on
  • ISSN
    1522-4880
  • Print_ISBN
    0-7803-8554-3
  • Type

    conf

  • DOI
    10.1109/ICIP.2004.1421557
  • Filename
    1421557