• DocumentCode
    2035412
  • Title

    A new center-biased search algorithm for block motion estimation

  • Author

    Po, Lai-Man ; Ma, Wing-Chung

  • Author_Institution
    Dept. of Electron. Eng., City Univ. of Hong Kong, Kowloon, Hong Kong
  • Volume
    1
  • fYear
    1995
  • fDate
    23-26 Oct 1995
  • Firstpage
    410
  • Abstract
    Experimental results show that the block motion field of a real world image sequence is usually gentle, smooth, and varies slowly, as a result in a center-biased global minimum motion vector distribution instead of an uniform distribution. Based on this characteristic of the image sequence a new four-step search (4SS) algorithm with a center-biased checking point pattern for fast block motion estimation is proposed. A variable searching-step technique is employed in the proposed algorithm with a minimum of 2 searching steps and a maximum of 4. The total number of checking points is varied from 17 to 27. Simulation results show that, as compared to the well-known three-step search, the proposed 4SS produces smaller motion compensation errors with a smaller computational requirement. The 4SS also possesses hardware-oriented features regularity and simplicity
  • Keywords
    image sequences; motion compensation; motion estimation; search problems; statistical analysis; block motion estimation; block motion field; center biased checking point pattern; center biased global minimum; center biased search algorithm; experimental results; four step search algorithm; image sequence; motion compensation errors; motion vector distribution; simulation results; variable searching step technique; Computational modeling; Discrete cosine transforms; Image sequences; MPEG standards; Motion compensation; Motion estimation; Redundancy; Testing; Transform coding; Video compression;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 1995. Proceedings., International Conference on
  • Conference_Location
    Washington, DC
  • Print_ISBN
    0-8186-7310-9
  • Type

    conf

  • DOI
    10.1109/ICIP.1995.529733
  • Filename
    529733