• DocumentCode
    427017
  • Title

    Fast priority search algorithm for block motion estimation

  • Author

    Liang, Yongfang ; Ahmad, Ishfaq ; Swaminathan, Viswanathan

  • Author_Institution
    Dept. of Comput. Sci. Eng., Texas Univ., Arlington, TX, USA
  • Volume
    1
  • fYear
    2004
  • fDate
    30-30 June 2004
  • Firstpage
    543
  • Abstract
    This paper proposes a median-bias fast priority search algorithm for motion estimation. The main characteristic of the proposed algorithm is that it adapts a priority median-bias search pattern enabling the identification of locations with higher probability of finding the motion vector. Moreover, based on the history of motion vectors, the algorithm includes a robust region detection technique to avoid unnecessary searches in the static background region. A minimum-distortion based analytical threshold is proposed to stop the search quickly when a "good enough" motion vector is achieved. Experimental results show that by using the proposed algorithm, the speed and accuracy of motion estimation are improved compared with the conventional approaches.
  • Keywords
    data compression; motion estimation; probability; rate distortion theory; search problems; video coding; block motion estimation; fast priority search algorithm; median-bias fast priority search; minimum-distortion based analytical threshold; motion vector history; robust region detection; Computational complexity; Computer science; Frequency selective surfaces; History; Motion analysis; Motion detection; Motion estimation; Robustness; Video compression; Video sequences;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Multimedia and Expo, 2004. ICME '04. 2004 IEEE International Conference on
  • Conference_Location
    Taipei
  • Print_ISBN
    0-7803-8603-5
  • Type

    conf

  • DOI
    10.1109/ICME.2004.1394249
  • Filename
    1394249