• DocumentCode
    2157934
  • Title

    Image based target tracking for a moving objectin camera sensor networks

  • Author

    Gao, Deyun ; Liang, Lulu ; Wang, Xiaoning ; Zhang, Sidong

  • Author_Institution
    Nat. Eng. Lab. for Next Generation Internet Interconnection Devices, Beijing Jiaotong Univ., Beijing, China
  • Volume
    4
  • fYear
    2010
  • fDate
    26-28 Feb. 2010
  • Firstpage
    627
  • Lastpage
    632
  • Abstract
    Target tracking, which has been applied popularly in military and civil aspects, is one of the important applications in wireless sensor network. In this paper, we propose a new kind of target tracking system based on camera sensor networks considering the tracking accuracy as the key performance metric. The designed tracking system is composed of four basic components: Object Detection, Neighbor Notification, Coordinates Computation, Trajectory Generation. The camera sensor node is responsible of image acquisition, image processing, extracting the coordinates of the object, and coordinates transformation between image coordinate and world coordinate, and at last transmitting the computed coordinates information to the Internet server via sensor networks. The server will produce the trajectory according to the coordinates sent from the sensor nodes in real time. Furthermore, we build up a test bed to conduct experiments. Experimental results show that the proposed system can achieve high accuracy for the object tracking.
  • Keywords
    cameras; object detection; target tracking; wireless sensor networks; coordinates computation; image acquisition; image based target tracking; image coordinates extraction; image processing; moving objection camera sensor networks; neighbor notification; object detection; object tracking; trajectory generation; wireless sensor network; Cameras; Image sensors; Measurement; Network servers; Object detection; Sensor systems; Target tracking; Trajectory; Web server; Wireless sensor networks; Target tracking; camera sensor network; image processing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer and Automation Engineering (ICCAE), 2010 The 2nd International Conference on
  • Conference_Location
    Singapore
  • Print_ISBN
    978-1-4244-5585-0
  • Electronic_ISBN
    978-1-4244-5586-7
  • Type

    conf

  • DOI
    10.1109/ICCAE.2010.5451551
  • Filename
    5451551