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
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;
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
DOI :
10.1109/ICMSS.2009.5302296