• DocumentCode
    1735668
  • Title

    A novel predictive global motion estimation for video coding

  • Author

    Chan, Wing Cheong ; Au, Oscar C. ; Fu, Ming Fai

  • Author_Institution
    Dept. of Electr. & Electron. Eng., Hong Kong Univ. of Sci. & Technol., China
  • Volume
    3
  • fYear
    2002
  • fDate
    6/24/1905 12:00:00 AM
  • Abstract
    Global motion compensation improves the coding efficiency by reducing the transmitted motion vectors and reconstructs a more accurate prediction image for texture coding. Predictors are widely in local motion estimation and it is well proven that the use of predictors can speed up the local motion estimation process. In this paper, we propose a novel predictive global motion estimation algorithm, which combines the prediction idea and global motion estimation. The proposed algorithm first examines sum absolute difference of a set of candidate predictors and uses the predictor: with minimum SAD as the initial search center of N-dimensional diamond search to find the final global motion parameter. Although the PSNR of proposed algorithm is slightly lower than MPEG-4 VM GME, the speed of the proposed algorithm is significantly faster.
  • Keywords
    image texture; motion compensation; motion estimation; prediction theory; video coding; N-dimensional diamond search; PSNR; SAD; candidate predictors; coding efficiency; local motion estimation; motion compensation; predictive global motion estimation; sum absolute difference; texture coding; transmitted motion vectors; video coding; Cameras; Image coding; MPEG 4 Standard; Motion compensation; Motion estimation; Pixel; Video coding; Video compression; Video sequences; Virtual manufacturing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 2002. ISCAS 2002. IEEE International Symposium on
  • Print_ISBN
    0-7803-7448-7
  • Type

    conf

  • DOI
    10.1109/ISCAS.2002.1010146
  • Filename
    1010146