Long-term tracking method on ground moving target of UAV

被引:0
作者
Gao, Qingji [1 ]
Zeng, Zheng Chao [2 ]
Hu, Dandan [3 ]
机构
[1] Civil Aviat Univ China, Inst Robot, Comp Sci & Technol, Tianjin 300300, Peoples R China
[2] Civil Aviat Univ China, Aviat Inst Automat, Sch Nav Guidance & Control, Tianjin 300300, Peoples R China
[3] Civil Aviat Univ China, Inst Robot, Control Theory & Control Engn, Tianjin 300300, Peoples R China
来源
2014 IEEE CHINESE GUIDANCE, NAVIGATION AND CONTROL CONFERENCE (CGNCC) | 2014年
关键词
UAV; Target tracking; Camshift; Perceptual hash algorithm;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The 7th IARC (international aerial robot competition) focus on a long-term and real-time tracking of ground moving target for UAV (unmanned aerial vehicle). This paper proposes a tracking method using Camshift algorithm with color and edge features fusion, which will apply a Phash target detection algorithm basing on perceptual hash algorithm. Supposing targets are severely obscured or disappear from view, which will lead tracking failure, whereas targets can be detected and obtained again using the method. Experimental results demonstrate that this method can provide a long-term and real-time tracking of ground moving target, which processes both robustness and computational efficiency.
引用
收藏
页码:2429 / 2432
页数:4
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