• DocumentCode
    318241
  • Title

    Bit allocation methods for closed-loop coding of oversampled pyramid decompositions

  • Author

    Horn, Uwe ; Wiegand, Thomas ; Girod, Bernd

  • Author_Institution
    Telecommun. Inst., Erlangen-Nurnberg Univ., Germany
  • Volume
    2
  • fYear
    1997
  • fDate
    26-29 Oct 1997
  • Firstpage
    17
  • Abstract
    Oversampled pyramid decompositions have been successfully applied to scalable video coding. Quantization noise feedback at the encoder (“closed-loop coding”) has several advantages compared to “open-loop coding” where noise feedback is not included. Finding optimal bit allocations for closed-loop coders is a complex task since the rate-distortion (R-D) performance of one quantizer depends on the selected operational points of all previous ones. We present simplified models for closed-loop and open-loop coding. From those, analytical solutions to the optimal bit allocation problem can be derived. In the optimal case, closed-loop coding outperforms open-loop coding although distortion in lower resolution layers of the closed-loop coder may become rather high which is undesirable in scalable coding applications. In this case it turns out to be a good solution to use an optimal open-loop bit allocation for closed-loop coding. Theoretical results are verified by coding experiments
  • Keywords
    feedback; image resolution; image sampling; noise; rate distortion theory; video coding; bit allocation methods; closed-loop coding; optimal open-loop bit allocation; oversampled pyramid decompositions; quantization noise feedback; rate-distortion performance; resolution; scalable video coding; selected operational points; Additive white noise; Bit rate; Decoding; Feedback; Filters; Interpolation; Noise figure; Quantization; Rate-distortion; Signal resolution; Spatial resolution; Video coding;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 1997. Proceedings., International Conference on
  • Conference_Location
    Santa Barbara, CA
  • Print_ISBN
    0-8186-8183-7
  • Type

    conf

  • DOI
    10.1109/ICIP.1997.638662
  • Filename
    638662