• DocumentCode
    3270779
  • Title

    A traffic parameter detection based on computer vision

  • Author

    Chen, Jianxin ; Liu, Qing ; Huang, Junqin

  • Author_Institution
    Key Lab. of Special Area Highway, Chang´´an Univ., Xi´´an, China
  • fYear
    2011
  • fDate
    18-20 Jan. 2011
  • Firstpage
    591
  • Lastpage
    594
  • Abstract
    Aiming at the characteristics of the road video traffic flow, mainly study the light change on the impact of the moving vehicle recognition system, and analysis the changes of the spatial information, which raised a moving object extraction algorithm based on background adaptive updating. The algorithm model fully considered the graded influence which produced by light field to video image sequences, realized self-adapted extraction to background, and overcomed the problem which was difficult to extract vehicle target by using fixed background. With the algorithm of projection principle and two-dimensional combined statistics, the problem of traffic parameter extraction in complex background was solved. Experimental results show that the algorithm is effective for traffic parameters extraction, and have very strong robustness in the conditions of the big space, complex background and different illumination. These algorithms can truely reflect the prevailing traffic condition, which also provide a new detection method for intelligent transportation systems.
  • Keywords
    computer vision; feature extraction; image sequences; object recognition; road traffic; traffic engineering computing; video signal processing; background adaptive updating; computer vision; intelligent transportation systems; moving object extraction algorithm; moving vehicle recognition system; road video traffic flow; self-adapted extraction; traffic parameter detection; traffic parameters extraction; vehicle target extraction; video image sequences; projection principle; traffic parameters extraction; two-dimensional combined statistics; vehicle detection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Computer Control (ICACC), 2011 3rd International Conference on
  • Conference_Location
    Harbin
  • Print_ISBN
    978-1-4244-8809-4
  • Electronic_ISBN
    978-1-4244-8810-0
  • Type

    conf

  • DOI
    10.1109/ICACC.2011.6016483
  • Filename
    6016483