• DocumentCode
    1741615
  • Title

    An advanced center biased search algorithm for motion estimation

  • Author

    Nisar, Humaira ; Choi, Tae-Sun

  • Author_Institution
    Dept. of Mechatronics, Kwangji Inst. of Sci. & Technol., South Korea
  • Volume
    1
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    832
  • Abstract
    Previous studies show that the motion vector distribution within the search window shows a center biased behavior. Based on this fact, an advanced center biased search algorithm for fast block motion estimation has been proposed. The algorithm drastically reduces the computational complexity by strict application of the unimodal error surface assumption. Improved error performance has been achieved by an efficient center biased search strategy that improves the chances of getting the correct motion vector. The half stop technique has been adopted to speed up the block matching process. Experimental results show that proposed algorithm has improved performance as compared to the three step search algorithm. A good predicted image quality is also achieved
  • Keywords
    computational complexity; image matching; motion estimation; search problems; video coding; advanced center biased search algorithm; block matching algorithms; computational complexity reduction; efficient center biased search; error performance; fast block motion estimation; half stop technique; image quality; motion vector distribution; quadrant selection procedure; search window; simulation results; three step search algorithm; unimodal error surface assumption; video coding; Computational complexity; Error correction; Hardware; Image quality; Mechatronics; Motion estimation; Redundancy; Video coding; Video compression; Video sequences;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 2000. Proceedings. 2000 International Conference on
  • Conference_Location
    Vancouver, BC
  • ISSN
    1522-4880
  • Print_ISBN
    0-7803-6297-7
  • Type

    conf

  • DOI
    10.1109/ICIP.2000.901088
  • Filename
    901088