基于KCF的跑道侵入研究

针对目前机场跑道安全问题,在跑道运行过程当中,会出现其他航空器侵入跑道的现象,针对这种不安全因素,提出在跑道安全区及滑行道附近安装摄像头的方法,获取跑道航空器实时运行数据。采用核化相关滤波跟踪技术,对跑道内航空器进行检测,对非法进入跑道的航空器进行预警,以提高机场中跑道安全保障。通过对航空器数据集的测试,尺寸变化较小的情况下,准确度达到了85%以上,识别速度能够达到实时的需要,可以作为一种预防跑道侵入的新手段。

Research on Runway Incursion Based on KCF

In view of the current airport runway safety issues,during the runway operation,other aircraft will invade the runway.In response to this unsafe factor,a method of installing cameras in the runway safety zone and near the taxiway is proposed to obtain real-time operation data of the runway aircraft.Kernelized Correlation Filter tracking technology is used to detect aircraft on the runway and provide early warning to aircraft illegally entering the runway to improve the safety of the runway in the airport.Through the test of the aircraft data set,the accuracy is more than 85%when the size change is small,and the recognition speed can meet the real-time needs,which can be used as a new method to prevent runway incursions.