• DocumentCode
    1041723
  • Title

    A new rate-distortion model for video transmission using multiple logarithmic functions

  • Author

    Wei, J. ; Soong, B.H. ; Li, Z.G.

  • Author_Institution
    Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore
  • Volume
    11
  • Issue
    8
  • fYear
    2004
  • Firstpage
    694
  • Lastpage
    697
  • Abstract
    In this letter, we propose a new logarithmic rate distortion model for DCT-based video encoders. The proposed model can fit into the actual rate curve by combining several logarithmic functions, where the boundary of each function is adaptive to the statistics of video sequence. Experimental results demonstrate that the new rate distortion model provides a more accurate estimation of the bit rate than existing models.
  • Keywords
    discrete cosine transforms; error statistics; image sequences; rate distortion theory; transform coding; video coding; visual communication; DCT-based video encoder; bit rate estimation; logarithmic rate-distortion model; multiple logarithmic function; signal analysis; video sequence; video signal processing; video transmission; Bit rate; Communication system control; Computational complexity; Discrete cosine transforms; Entropy; Quadratic programming; Quantization; Rate-distortion; Statistics; Video sequences; Rate distortion; signal analysis; video signal processing;
  • fLanguage
    English
  • Journal_Title
    Signal Processing Letters, IEEE
  • Publisher
    ieee
  • ISSN
    1070-9908
  • Type

    jour

  • DOI
    10.1109/LSP.2004.831671
  • Filename
    1316888