• DocumentCode
    802109
  • Title

    Fast full search motion estimation algorithm using early detection of impossible candidate vectors

  • Author

    Kim, Jong-Nam ; Byun, Sung-Cheal ; Kim, Yong-Hoon ; Ahn, Byung-Ha

  • Author_Institution
    Tech. Res. Inst., Korean Broadcasting Syst., Seoul, South Korea
  • Volume
    50
  • Issue
    9
  • fYear
    2002
  • fDate
    9/1/2002 12:00:00 AM
  • Firstpage
    2355
  • Lastpage
    2365
  • Abstract
    To reduce the amount of computations for a full search (FS) algorithm for fast motion estimation, we propose a new and fast FS motion estimation algorithm. The computational reduction of our FS motion estimation algorithm comes from fast elimination of impossible motion vectors. We obtain faster elimination of inappropriate motion vectors using efficient matching units from localization of a complex area in image data. In this paper, we show three properties in block matching of motion estimation. We suggest two fast matching scan algorithms: one from adaptive matching scan and the other from fixed dithering order. Experimentally, we remove the unnecessary computations by about 30% with our proposed algorithm compared with the conventional fast FS algorithms.
  • Keywords
    adaptive signal processing; computational complexity; data compression; image matching; motion estimation; video coding; adaptive matching scan; block-matching algorithm; computational reduction; early detection; efficient matching units; fast FS motion estimation algorithm; fast full search motion estimation algorithm; fast matching scan algorithms; fixed dithering order; image data; impossible candidate vectors; real-time video coding; unnecessary computations removal; Computational complexity; Degradation; Motion analysis; Motion detection; Motion estimation; Signal processing algorithms; Signal resolution; Spatial resolution; Two dimensional displays; Video coding;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/TSP.2002.801888
  • Filename
    1025596