• DocumentCode
    497445
  • Title

    A Novel Strategy for Visual Tracking and Visual Information Extraction

  • Author

    Liu, Zhiyuan ; Lee, Bingbing ; Lee, Kai ; Jiang, Jing ; Lee, Meng ; Qiu, Jiejun

  • Author_Institution
    No. 49 Res. Inst., China Electron. Technol. Corp., Harbin, China
  • Volume
    2
  • fYear
    2009
  • fDate
    11-12 April 2009
  • Firstpage
    475
  • Lastpage
    478
  • Abstract
    A novel strategy for the visual tracking and the information extracted problem is proposed which is for the case of maneuvering target. The strategy contains two methods. One is used to tracking, and the other one is used to extract the information of the vehicle. A non-linear estimation method using the particle filter to track objects is presented. During the tracking, a great deal of vehicle information is extracted at the same time, such as the type and velocity of vehicle. An improved Fisher linear discriminate is proposed to extract the license plate. By experiments, this strategy is proved much effectively, and the accuracy of tracking is improved greatly.
  • Keywords
    image motion analysis; information retrieval; object detection; particle filtering (numerical methods); principal component analysis; traffic engineering computing; Fisher linear discriminate; automatic traffic monitoring; motion detection; nonlinear estimation method; particle filter; principal component analysis; visual information extraction; visual tracking; Biomedical imaging; Data mining; Filtering; Licenses; Motion detection; Particle filters; Roads; Sensor fusion; Target tracking; Vehicles; Particle filtering; Tracking; Visual information processing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Measuring Technology and Mechatronics Automation, 2009. ICMTMA '09. International Conference on
  • Conference_Location
    Zhangjiajie, Hunan
  • Print_ISBN
    978-0-7695-3583-8
  • Type

    conf

  • DOI
    10.1109/ICMTMA.2009.508
  • Filename
    5203475