The invention relates to the technical field of expressway monitoring, and particularly discloses an expressway intelligent detection and early warning system, which comprises a fixed monitoring unit, a mobile monitoring unit, an information receiving unit and a central processing unit, and is characterized in that the fixed monitoring unit comprises a plurality of fixed monitoring devices arranged on a fixed high pole of an expressway; the mobile monitoring unit comprises a mobile monitoring device arranged on a logistics vehicle running on a highway. The information receiving unit is used for receiving video data monitored by the fixed monitoring equipment and the mobile monitoring equipment in real time; and the central processing unit carries out real-time identification analysis on the video data by adopting a high-precision image identification algorithm based on a deep learning algorithm so as to identify potential risks and violation behaviors which influence road traffic in the video data, and carries out accurate grading on the emergency degree of an event. According to the intelligent detection and early warning system for the expressway, the expressway event inspection and traffic safety monitoring and early warning capabilities are improved.
本发明涉及高速公路监测技术领域,其具体公开了一种高速公路智能检测预警系统,包括固定监测单元、移动监测单元、信息接收单元和中心处理单元,其中固定监测单元包括多个设置在高速路固定高杆上的固定监测设备;移动监测单元包括设置在高速公路上运行的物流车辆上的移动监测设备;信息接收单元用于实时接收固定监测设备和移动监测设备监测到的视频数据;中心处理单元基于深度学习算法,采用高精度图像识别算法对视频数据进行实时识别分析,以识别视频数据中存在的影响道路交通的潜在风险和违章行为,并对事件紧急程度进行精准分级。本发明的一种高速公路智能检测预警系统,提升高速道路事件检查和交通安全监测和预警能力。
Highway intelligent detection and early warning system
一种高速公路智能检测预警系统
2024-04-16
Patent
Electronic Resource
Chinese
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