• DocumentCode
    2003956
  • Title

    Rate-distortion optimization of parametrized quantization matrix for MPEG-2 encoding

  • Author

    Lee, Jungwoo

  • Author_Institution
    Sarnoff Corp., Princeton, NJ, USA
  • Volume
    2
  • fYear
    1998
  • fDate
    4-7 Oct 1998
  • Firstpage
    383
  • Abstract
    An optimal frequency domain bit allocation technique is presented. A Lagrange multiplier based approach is used for the rate-distortion optimization of the quantization matrix in MPEG-2 encoding. Since the optimal quantization matrix is heavily dependent on the choice of the quantizer, the quantizer is also jointly optimized in order to alleviate the interaction between the two. The complexity of the algorithm is analyzed, and it is shown to be directly proportional to the number of quantization matrices and quantization scales. Experimental results comparing the new technique with a conventional MPEG-2 encoding are also presented
  • Keywords
    code standards; computational complexity; data compression; frequency-domain analysis; matrix algebra; optimisation; parallel algorithms; quantisation (signal); rate distortion theory; telecommunication standards; video coding; Lagrange multiplier; MPEG-2 encoding; algorithm complexity; experimental results; optimal frequency domain bit allocation; optimal quantization matrix; parallel algorithm; parametrized quantization matrix; quantization scales; rate-distortion optimization; Algorithm design and analysis; Bit rate; Encoding; Frequency domain analysis; Lagrangian functions; Motion estimation; Quantization; Rate distortion theory; Rate-distortion; Symmetric matrices;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 1998. ICIP 98. Proceedings. 1998 International Conference on
  • Conference_Location
    Chicago, IL
  • Print_ISBN
    0-8186-8821-1
  • Type

    conf

  • DOI
    10.1109/ICIP.1998.723386
  • Filename
    723386