The invention discloses a method for detecting lane lines and vehicle violation by using an unmanned aerial vehicle, and the method comprises the steps that the unmanned aerial vehicle detects the lane lines of an expressway through an artificial intelligence visual recognition detection technology, and detects the violation of vehicles on the expressway and tracks the vehicles based on the detected lane lines. The method mainly uses a lane line intelligent detection technology, a vehicle intelligent detection and identification technology and a vehicle tracking technology, can effectively detect the violation of vehicles on the expressway, alleviates the traffic management pressure, reduces the expressway traffic management cost, is more flexible compared with a fixed camera mode, and caneffectively monitor and manage high-speed illegal vehicles. The camera is integrated into the unmanned aerial vehicle body and detects a front-end area, collected images are detected and recognized through a deep learning neural network model, and illegal driving vehicles are tracked and recorded.
本发明公开了一种利用无人机检测车道线及车辆违规的方法,包括包括无人机,所述无人机通过人工智能视觉识别检测技术,对高速公路车道线进行检测,并基于检测出的车道线对高速公路车辆进行违规检测及跟踪的方法,该方法主要包括车道线智能检测技术、车辆智能检测与识别技术以及车辆跟踪技术,本发明能够有效的对高速公路车辆违规进行检测,缓解交管压力,降低高速公路交通管理成本,同时相对于固定摄像头方式更加灵活机动,能够有效的对高速违规车辆进行监控管理,其中,摄像头集成在无人机主体上,探测前端区域,通过深度学习神经网络模型对采集的图像进行检测和识别,并对违规驾驶的车辆进行跟踪与记录。
Method for detecting lane lines and vehicle violation by using unmanned aerial vehicle
一种利用无人机检测车道线及车辆违规的方法
29.12.2020
Patent
Elektronische Ressource
Chinesisch
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