• DocumentCode
    3032029
  • Title

    Adaptive block matching motion estimation algorithm using bit-plane matching

  • Author

    Feng, Jian ; Lo, Kwok-Tung ; Mehrpour, Hassan ; Karbowiak, A.E.

  • Author_Institution
    Sch. of Electr. Eng., New South Wales Univ., Kensington, NSW, Australia
  • Volume
    3
  • fYear
    1995
  • fDate
    23-26 Oct 1995
  • Firstpage
    496
  • Abstract
    Motion estimation/compensation techniques are extensively used in video compression because of their abilities to exploit the high temporal correlation between successive frames of an image sequence. We first propose a new matching criterion called bit-plane matching (BPM) for distance measurement in the block matching algorithm. This criterion not only considers the magnitude but also the directive information of the pixel elements in the block. A simple adaptive block matching algorithm is also developed to adjust the search origin and search range at a block-by-block basis. Simulation results show that the proposed algorithm achieves similar MSE performance for motion-predicted images but requires about 8 times less the number of computations than the full-search method
  • Keywords
    adaptive signal processing; correlation methods; data compression; image matching; motion compensation; motion estimation; prediction theory; search problems; video coding; MSE performance; adaptive block matching motion estimation algorithm; bit plane matching; directive information; distance measurement; frames; image sequences; magnitude information; motion compensation; motion predicted images; pixel elements; search origin; search range; simulation results; temporal correlation; video compression; Area measurement; Australia; Computational modeling; Distance measurement; Heuristic algorithms; Image coding; Image sequences; Motion estimation; Partitioning algorithms; Testing;
  • 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.1995.537680
  • Filename
    537680