• DocumentCode
    1228259
  • Title

    Affine multipicture motion-compensated prediction

  • Author

    Wiegand, Thomas ; Steinbach, Eckehard ; Girod, Bernd

  • Author_Institution
    Image Process. Dept., Fraunhofer Inst. for Telecommun.Heinrich-Hertz-Inst., Berlin, Germany
  • Volume
    15
  • Issue
    2
  • fYear
    2005
  • Firstpage
    197
  • Lastpage
    209
  • Abstract
    Affine motion compensation is combined with long-term memory motion-compensated prediction. The idea is to determine several affine motion parameter sets on subareas of the image. Then, for each affine motion parameter set, a complete reference picture is warped and inserted into the multipicture buffer. Given the multipicture buffer of decoded pictures and affine warped versions thereof, block-based translational motion-compensated prediction and Lagrangian coder control are utilized. The affine motion parameters are transmitted as side information requiring additional bit rate. Hence, the utility of each reference picture and, with that, each affine motion parameter set is tested for its rate-distortion efficiency. The combination of affine and long-term memory motion-compensated prediction provides a highly efficient video compression scheme in terms of rate-distortion performance. The two incorporated multipicture concepts complement each other well providing almost additive rate-distortion gains. When warping the prior decoded picture, average bit-rate savings of 15% against TMN-10, the test model of ITU-T Recommendation H.263, are reported for the case that 20 warped reference pictures are used. When employing 20 warped reference pictures and 10 decoded reference pictures, average bit-rate savings of 24% can be obtained for a set of eight test sequences. These bit-rate savings correspond to gains in PSNR between 0.8-3 dB. For some cases, the combination of affine and long-term memory motion-compensated prediction provides more than additive gains.
  • Keywords
    decoding; image sequences; motion compensation; parameter estimation; prediction theory; video codecs; video coding; Lagrangian coder control; affine motion parameter set; affine multipicture motion-compensated prediction; multipicture buffer; rate distortion gain; video codec; video coding; video compression scheme; Bit rate; Decoding; Lagrangian functions; Motion compensation; Motion control; Motion estimation; Rate-distortion; Testing; Video coding; Video compression;
  • fLanguage
    English
  • Journal_Title
    Circuits and Systems for Video Technology, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1051-8215
  • Type

    jour

  • DOI
    10.1109/TCSVT.2004.841690
  • Filename
    1390995