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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Yang Degui Li Xiang Xiao Shunping |
| Copyright Year | 2010 |
| Description | Author affiliation: School of Electronic Science and Engineering National University of Defense Technology, Changsha, China (Yang Degui; Li Xiang; Xiao Shunping) |
| 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. |
| Starting Page | 910 |
| Ending Page | 915 |
| File Size | 440609 |
| Page Count | 6 |
| File Format | |
| ISBN | 9781424458974 |
| e-ISBN | 9781424459001 |
| DOI | 10.1109/ICOSP.2010.5656121 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2010-10-24 |
| Publisher Place | China |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Target tracking Mathematical model Surface morphology Pixel Particle filters Filtering algorithms infrared ground target inter-frame difference morphological filter layered voting detection tracking confidence |
| Content Type | Text |
| Resource Type | Article |
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