• DocumentCode
    2798486
  • Title

    Traffic flow detection method based on fusion of frames differencing and background differencing

  • Author

    Xu, Lunhui ; Bu, Wenping

  • Author_Institution
    Fac. of Mech. & Electron. Eng., Jiangxi Univ. of Sci. & Technol., Ganzhou, China
  • fYear
    2011
  • fDate
    15-17 July 2011
  • Firstpage
    1847
  • Lastpage
    1850
  • Abstract
    Study optimization of traffic flow accuracy detection problem. For moving targets´ speed and external environment are the main factors of influencing traffic flow detection. It is easy to cause undetection and misjudgment of traffic flow detection. In order to overcome traditional frame differencing method and background differencing´s inadequation when using singlely, an intelligent traffic detection method based on fusion of the frame differencing method and background differencing method is proposed by existing algorithm in this passage. This method firstly use frame differencing method priorityly, background differencing method complementary.Then use an iteration threshold segmentation method to filter out the noise and the background image is updated real-time. Completed multi-lanes traffic detection, got many groups of data and calculated accuracy. The simulation experiment shows that this method can improve the accuracy of detection effectively, it is simple and feasible.
  • Keywords
    automated highways; image fusion; image segmentation; iterative methods; motion estimation; object detection; optimisation; traffic engineering computing; video surveillance; background differencing method; frames differencing method; image fusion; image segmentation; image thresholding; intelligent traffic detection method; iteration method; moving target detection; multilanes traffic detection; noise filtering; optimization; traffic flow detection; Accuracy; Algorithm design and analysis; Coils; Radiation detectors; Roads; Testing; Vehicles; background differencing method; frames differencing method; traffic flow;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Mechanic Automation and Control Engineering (MACE), 2011 Second International Conference on
  • Conference_Location
    Hohhot
  • Print_ISBN
    978-1-4244-9436-1
  • Type

    conf

  • DOI
    10.1109/MACE.2011.5987322
  • Filename
    5987322