• DocumentCode
    396617
  • Title

    A continuous tracking algorithm for long-term memory motion estimation [video coding]

  • Author

    Duanmu, C.J. ; Ahmad, M.O. ; Swamy, M.N.S.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Concordia Univ., Montreal, Que., Canada
  • Volume
    2
  • fYear
    2003
  • fDate
    25-28 May 2003
  • Abstract
    It is known that long-term memory motion estimation can bring a significant coding gain to a video coding system. In this paper, a fast algorithm for long-term memory motion estimation is presented. The proposed algorithm attempts to track the direction of the best long-term motion vector in a frame-by-frame manner from the most recent reference frame to the oldest reference frame. Nine direction patterns for the direction tracking are used and the search locations of the long-term memory motion estimation are adaptively selected according to the chosen direction pattern. Simulation results demonstrate that the proposed algorithms can speed up long-term motion estimation by more than 40 times.
  • Keywords
    image sequences; motion estimation; search problems; video coding; adaptively selected search locations; block motion estimation; coding gain; continuous tracking algorithm; direction tracking patterns; fast motion estimation algorithm; frame-by-frame tracking; long-term memory motion estimation; long-term motion vector tracking; reference frames; video coding system; Discrete cosine transforms; MPEG 4 Standard; Motion estimation; Signal processing algorithms; Tracking; Video coding; Video sequences; Video signal processing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 2003. ISCAS '03. Proceedings of the 2003 International Symposium on
  • Print_ISBN
    0-7803-7761-3
  • Type

    conf

  • DOI
    10.1109/ISCAS.2003.1205981
  • Filename
    1205981