• DocumentCode
    381968
  • Title

    Motion filter vector quantization

  • Author

    Blasiak, Dariusz ; Chan, Wai-fip

  • Author_Institution
    Ingenient Technol., Rolling Meadows, IL, USA
  • Volume
    1
  • fYear
    2002
  • fDate
    2002
  • Abstract
    Motion-compensated prediction of video is formulated as a novel vector quantization scheme called motion filter vector quantization (MFVQ). In MFVQ, the motion vector and the pixel-intensity interpolation filter are combined into a motion filter and the entire filter is vector quantized. A codebook design algorithm is proposed for designing unit gain and entropy constrained MFVQ codebooks. The algorithm is tested under two application configurations, MFVQ with static codebook and MFVQ with forward-adaptive codebook, and is shown to furnish up to a dB of PSNR gain.
  • Keywords
    adaptive codes; entropy codes; filtering theory; interpolation; motion compensation; prediction theory; vector quantisation; video coding; PSNR gain; closed-loop simulations; codebook design algorithm; entropy constrained MFVQ codebook; forward-adaptive codebook; motion compensated video coding; motion filter VQ; motion filter vector quantization; motion-compensated prediction; pixel-intensity interpolation filter; static codebook; unit gain MFVQ codebook; Algorithm design and analysis; Decoding; Entropy; Interpolation; Motion compensation; Nonlinear filters; Pixel; Tires; Vector quantization; Video coding;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing. 2002. Proceedings. 2002 International Conference on
  • ISSN
    1522-4880
  • Print_ISBN
    0-7803-7622-6
  • Type

    conf

  • DOI
    10.1109/ICIP.2002.1038114
  • Filename
    1038114