• DocumentCode
    2106900
  • Title

    Research on Moving Object Tracking under Occlusion Conditions

  • Author

    Sun, Jin ; Wang, Yi

  • Author_Institution
    Telecommun. Eng. Inst., Air Force Eng. Univ., Xi´´an, China
  • fYear
    2009
  • fDate
    20-22 Sept. 2009
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    With the development of information fusion, a new theory based on Dezert-Smarandache theory (DSmT) was widely applied to lots of aspects. Owing to the difficulty of handling conflict evidence combination when tracking multiple moving objects under occlusion conditions, a DSmT method with anti-occluding objects tracking in complex background is proposed based on occlusion judgment prediction, and the corresponding computing examples of generating hyper-power sets and tracking under different occluding conditions are analyzed and discussed in this paper. Calculation results show that the method is proven to be correct and effective in tracking occluded objects. When analyzing multi-objects tracking under very complex environment, it will lay a firm foundation for further solving information fusion of conflict evidences.
  • Keywords
    computer graphics; computer vision; sensor fusion; Dezert-Smarandache theory; anti-occluding objects tracking; computer vision; data fusion; information fusion; moving object tracking; occlusion conditions; occlusion judgment prediction; Artificial intelligence; Bayesian methods; Computer vision; Image processing; Information analysis; Layout; Pattern recognition; Sun; Surveillance; Target tracking;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Management and Service Science, 2009. MASS '09. International Conference on
  • Conference_Location
    Wuhan
  • Print_ISBN
    978-1-4244-4638-4
  • Electronic_ISBN
    978-1-4244-4639-1
  • Type

    conf

  • DOI
    10.1109/ICMSS.2009.5302296
  • Filename
    5302296