• DocumentCode
    2653875
  • Title

    Target tracking using an image sensor with a configurable active area

  • Author

    Xi, Fengjun ; Morrell, Darryl

  • Author_Institution
    Dept. of Electr. Eng., Arizona State Univ., Tempe, AZ, USA
  • Volume
    2
  • fYear
    2004
  • fDate
    7-10 Nov. 2004
  • Firstpage
    2111
  • Abstract
    In this paper, we address the problem of tracking a point target moving in two dimensions using an image sensor with a configurable active area. Our objective is to accurately track the target while minimizing the size of the image (and hence the amount of data) acquired by the image sensor. We propose an adaptive heuristic algorithm to configure the sensor´s active area. The target tracker is implemented using a particle filter. Monte Carlo simulation shows that our adaptive algorithm requires a very small active area to provide performance very near that obtained when using the whole sensor field-of-view.
  • Keywords
    Monte Carlo methods; image sensors; target tracking; Monte Carlo simulation; adaptive heuristic algorithm; configurable active area; image sensor; particle filter; target tracking; Adaptive algorithm; Cameras; Heuristic algorithms; Image sensors; Particle filters; Particle tracking; Sensor arrays; Sensor systems; System performance; Target tracking;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signals, Systems and Computers, 2004. Conference Record of the Thirty-Eighth Asilomar Conference on
  • Print_ISBN
    0-7803-8622-1
  • Type

    conf

  • DOI
    10.1109/ACSSC.2004.1399539
  • Filename
    1399539