Airborne moving vehicle detection for urban traffic surveillance

被引:0
|
作者
Lin, Renjun [1 ]
Cao, Xianbin [1 ]
Xu, Yanwu [1 ]
Wei, Chuangxian [1 ]
Qiao, Hong [2 ]
机构
[1] Univ Sci & Technol China, Hefei 230026, Peoples R China
[2] Chinese Acad Sci, Inst Automat, Beijing 100080, Peoples R China
基金
国家高技术研究发展计划(863计划);
关键词
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
At present, moving vehicle detection on airborne platform has been an important technology for urban traffic surveillance. In such a situation, most commonly used methods (e.g. image subtraction) could hardly work well because of some additional difficulties such as slow movement of vehicles and jam. This paper proposed a new moving vehicle detection method named MVD-RD for airborne urban traffic surveillance:. First, the non-road regions tire extracted using toad detection technique. Secondly, the non-road regions with no vehicles are removed according to their size. As a result of this two-stage regions shrinkage, the detection area reduces a lot. Finally, to the reduced area, image subtraction is used to get all moving regions and then moving vehicles can be accurately filtered in a simple way. The experimental results show that, compared with traditional image subtraction, methane used in airborne moving; vehicle detection, the proposed MVD-RD method achieves much better performance in detection rate, false alarm rate, and detection speed.
引用
收藏
页码:163 / +
页数:2
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