• DocumentCode
    554061
  • Title

    A motion estimation algorithm based on interframe differences detection model for virtual edges detection

  • Author

    Pan Qing ; Tian Nili ; Xu Ruyi

  • Author_Institution
    Fac. of Inf. Eng., Guangdong Univ. of Technol., Guangzhou, China
  • Volume
    2
  • fYear
    2011
  • fDate
    26-28 July 2011
  • Firstpage
    927
  • Lastpage
    931
  • Abstract
    The traditional block matching algorithm in motion estimation costs much time because of the high computation complexity. which causes the deterioration of the real time performance. A new motion estimation algorithm based on interframe differences detection model is proposed in this paper. The new concept of virtual edges is advanced and introduced into the event of the small object moving. The interframe differences detection model for virtual edges detection is then made up. The parameter in the practical model selection strategy is also determined. The experimental results and the analysis of the algorithm complexity show that the new algorithm can not only work well for small moving object direction detection under the complex background, but also has the better real time performance compared with the traditional block matching algorithm.
  • Keywords
    computational complexity; image matching; motion estimation; object detection; block matching algorithm; computation complexity; interframe differences detection model; motion estimation algorithm; practical model selection strategy; small moving object direction detection; virtual edges detection; Algorithm design and analysis; Complexity theory; Dynamic range; IEEE Press; Image edge detection; Motion estimation; Real time systems; interframe difference; motion estimation; virtual edge;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Natural Computation (ICNC), 2011 Seventh International Conference on
  • Conference_Location
    Shanghai
  • ISSN
    2157-9555
  • Print_ISBN
    978-1-4244-9950-2
  • Type

    conf

  • DOI
    10.1109/ICNC.2011.6022212
  • Filename
    6022212