• DocumentCode
    3408105
  • Title

    Ground targets detection and tracking based on integrated information in infrared images

  • Author

    Degui, Yang ; Xiang, Li ; Shunping, Xiao

  • Author_Institution
    Sch. of Electron. Sci. & Eng., Nat. Univ. of Defense Technol., Changsha, China
  • fYear
    2010
  • fDate
    24-28 Oct. 2010
  • Firstpage
    910
  • Lastpage
    915
  • Abstract
    Aiming at the difficulties of detecting and tracking ground targets, it puts forward a universal detecting and tracking algorithm of ground target based on the analysis and comparison of current detecting and tracking algorithms. Firstly it adopts inter-frame differencing algorithm and morphological filter algorithm to detect the potential targets. Then calculate the accurate position of targets based on integrated information measurement and layered voting. Finally the confidence was adopted in the observation probability of particle filter to realize the reasonable tracking of targets. The experimental result shows that the algorithm mentioned above is effective and universal for detection and tracking of ground targets.
  • Keywords
    object detection; probability; target tracking; ground targets detection; ground targets tracking; infrared images; integrated information measurement; interframe differencing algorithm; layered voting; morphological filter algorithm; particle filter; universal detecting algorithm; universal tracking algorithm; Filtering algorithms; Mathematical model; Particle filters; Pixel; Surface morphology; Target tracking; confidence; detection; ground target; infrared; inter-frame difference; layered voting; morphological filter; tracking;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing (ICSP), 2010 IEEE 10th International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4244-5897-4
  • Type

    conf

  • DOI
    10.1109/ICOSP.2010.5656121
  • Filename
    5656121