The invention discloses an expressway agglomerate fog early warning system and method based on improved VGG and StrongSORT, and belongs to the field of road traffic, and the system comprises an image collection device, an agglomerate fog detection device, a vehicle recognition device, a vehicle tracking device and a vehicle early warning device. The vehicle recognition device is used for recognizing driving vehicles on the expressway; the vehicle tracking device tracks vehicles running on the expressway in real time; the agglomerate fog detection device detects the sudden agglomerate fog position and visibility information according to the transmission video; and the vehicle early warning device judges the distance between the tracked vehicle and the sudden agglomerate fog according to the transmission video and the vehicle tracking result in combination with the agglomerate fog concentration detection result, and realizes agglomerate fog early warning and speed reduction reminding for a vehicle driver by using a roadside electronic warning board and a user front-end visual interface. The system has the functions of automatically detecting the sudden agglomerate fog concentration, and meanwhile, broadcasting agglomerate fog early warning and reminding speed reduction for driving vehicles on the expressway.
本发明一种基于改进VGG与StrongSORT的高速公路团雾预警系统及方法,属于道路交通领域,包括图像采集装置、团雾检测装置、车辆识别装置、车辆跟踪装置和车辆预警装置;车辆识别装置对高速公路中的行驶车辆进行识别;车辆跟踪装置对高速公路中行驶车辆的实时跟踪;团雾检测装置根据传输视频,检测突发团雾位置与能见度信息;车辆预警装置根据传输视频与车辆跟踪结果,联合团雾浓度检测结果,判断跟踪车辆距离突发团雾距离,利用路侧电子警示牌与用户前端可视化界面实现对车辆驾驶人的团雾预警与降速提醒。本发明具备自动化地检测突发团雾浓度,同时对高速公路中的行驶车辆给予播报团雾预警与提醒降速的功能。
Highway agglomerate fog early warning system and method based on improved VGG and StrongSORT
一种基于改进VGG与StrongSORT的高速公路团雾预警系统及方法
2024-05-28
Patent
Electronic Resource
Chinese
IPC: | G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS |
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