• DocumentCode
    871701
  • Title

    Efficient block-matching motion estimation based on Integral frame attributes

  • Author

    Nguyen, Viet-Anh ; Tan, Yap-Peng

  • Author_Institution
    Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore
  • Volume
    16
  • Issue
    3
  • fYear
    2006
  • fDate
    3/1/2006 12:00:00 AM
  • Firstpage
    375
  • Lastpage
    385
  • Abstract
    Block-based motion estimation is widely used in video compression for exploiting video temporal redundancy. Although effective, the process is arguably the most computationally intensive part of a typical video encoder. To speed up the process, a large number of fast block-matching algorithms (BMAs) have been proposed for motion estimation by limiting the number of search locations or simplifying the measure of match between the two blocks under comparison. In this paper we propose a new BMA that measures the match by using such features as block sum and block variance, which can be easily computed using integral frame attributes. Experimental results show that the proposed BMA can reduce the computational complexity notably and achieve compression performance very close to that of existing BMAs using conventional block-matching measures.
  • Keywords
    block codes; data compression; image matching; motion estimation; video coding; block-matching motion estimation; integral frame attributes; video coding; video compression; Computational complexity; Hardware; High performance computing; Laboratories; Motion estimation; Motion measurement; Scholarships; Transform coding; Velocity measurement; Video compression; Block-based motion estimation; block matching; fast motion estimation; integral frame; video compression;
  • fLanguage
    English
  • Journal_Title
    Circuits and Systems for Video Technology, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1051-8215
  • Type

    jour

  • DOI
    10.1109/TCSVT.2006.869971
  • Filename
    1608165