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

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3 Author(s)
Yang Degui ; Sch. of Electron. Sci. & Eng., Nat. Univ. of Defense Technol., Changsha, China ; Li Xiang ; Xiao Shunping

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.

Published in:

Signal Processing (ICSP), 2010 IEEE 10th International Conference on

Date of Conference:

24-28 Oct. 2010