A Real-time Sensor Guided Runway Detection Method for Forward-looking Aerial Images

被引:6
作者
Wang, JingZhe [1 ]
Cheng, Yue [1 ]
Xie, JianChun [1 ]
Niu, WenSheng [1 ]
机构
[1] Aeronaut Comp Tech Res Inst, Aviat Key Lab Sci & Technol Airborne & Missile Bo, Xian 710065, Peoples R China
来源
2015 11TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND SECURITY (CIS) | 2015年
关键词
runway detection; object recognition; image matching; sensor;
D O I
10.1109/CIS.2015.44
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
With the development of avionics technology, the runway detection technique becomes increasingly important both in military and civil applications. But the existing runway detection methods are mostly intended for satellite images or downward-looking aerial photos and the algorithm complexity is relatively high, which makes it hard to apply them to airborne real-time applications. In this paper, a real-time sensor guided runway detection method is presented. First of all, with the help of sensor data and terrain data from EVS and SVS, a runway template is generated and a search region is therefore determined. Then within the search region, a lines extraction on query image is performed. And finally the matching process is applied to the query image and template to detect the runway area. Experimental results on simulation system and real aerial images show that the proposed approach has a high precision and an 87.7% less time cost than an existing state-of-art matching method.
引用
收藏
页码:150 / 153
页数:4
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