• DocumentCode
    304826
  • Title

    A fast route for application of rate-distortion optimal quantization in an MPEG video encoder

  • Author

    Coene, Wim ; Keesman, Gertjan

  • Author_Institution
    Philips Res. Lab., Eindhoven, Netherlands
  • Volume
    1
  • fYear
    1996
  • fDate
    16-19 Sep 1996
  • Firstpage
    825
  • Abstract
    The freedom which is offered by the adaptable MPEG video encoders is meaningfully exploited by means of a “rate-distortion optimal” framework using a Lagrange formalism, as is well known from the literature. One such feature of interest is “optimal quantization”. We propose some practical short-cut solutions, which reduce the computational complexity typically associated with “rate-distortion optimal” coding. The Lagrange multiplier, which is the most important parameter controlling the encoding of a single picture, is successfully predicted on the basis of a set of histograms for the amplitude distribution of each DCT-coefficient. In combination with a block-based bit-rate control the selection of the optimal quantizer step-size is further simplified
  • Keywords
    code standards; computational complexity; discrete cosine transforms; optimisation; quantisation (signal); rate distortion theory; telecommunication standards; transform coding; video coding; DCT coefficient; Lagrange formalism; Lagrange multiplier; MPEG video encoder; amplitude distribution histograms; block based bit rate control; computational complexity reduction; optimal quantizer step size; rate distortion optimal quantization; rate-distortion optimal coding; Computational complexity; Constraint optimization; Electronic mail; Encoding; Histograms; Laboratories; Lagrangian functions; Optimal control; Quantization; Rate-distortion;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 1996. Proceedings., International Conference on
  • Conference_Location
    Lausanne
  • Print_ISBN
    0-7803-3259-8
  • Type

    conf

  • DOI
    10.1109/ICIP.1996.561032
  • Filename
    561032