• DocumentCode
    2476445
  • Title

    Fast full-search block-matching algorithm for motion-compensated video compression

  • Author

    Lin, Yih-Chum ; Tai, Shen-Chum

  • Author_Institution
    Inst. of Electr. Eng., Nat. Cheng Kung Univ., Tainan, Taiwan
  • Volume
    3
  • fYear
    1996
  • fDate
    25-29 Aug 1996
  • Firstpage
    914
  • Abstract
    This paper proposes a fast block-matching algorithm that uses three fast matching error measures, besides the conventional mean absolute error (MAE) or mean square error (MSE). An incoming reference block in the current frame is compared to candidate blocks within the search window using multiple matching criteria. These three fast matching error measures are established from the integral projections, taking their advantages of good representation for block features and simple complexity in measuring matching errors. Most of the candidate blocks can be rejected by calculating only one or more of the three fast matching error measures. The time-consuming computations of MSE or MAE are performed on only a few candidate blocks that first pass all the three fast matching criteria. Simulation results show a reduction of over 86% in computations is achieved after integrating the fast three matching criteria into the full-search algorithm, while ensuring the optimal accuracy
  • Keywords
    data compression; error analysis; image matching; image sequences; motion estimation; search problems; video coding; fast block-matching algorithm; integral projections; matching error measures; matching errors; mean absolute error; mean square error; motion estimation; motion-compensated video compression; multiple matching criteria; pattern matching; search window; Computational modeling; Data compression; Electric variables measurement; MPEG standards; Mean square error methods; Motion estimation; Redundancy; Video coding; Video compression; Video sequences;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pattern Recognition, 1996., Proceedings of the 13th International Conference on
  • Conference_Location
    Vienna
  • ISSN
    1051-4651
  • Print_ISBN
    0-8186-7282-X
  • Type

    conf

  • DOI
    10.1109/ICPR.1996.547301
  • Filename
    547301