The invention discloses a traffic road condition Internet-of-Vehicles system based on image recognition. The traffic road condition Internet-of-Vehicles system is provided with a plurality of vehicle-mounted devices and a rear-end platform, an edge calculation concept is mainly applied, a road condition recognition task in a driving image is delivered to each vehicle-mounted device, each vehicle-mounted device captures the driving image, analyzes traffic road condition information seen by the driving image and divides the information into static easily-perceived information, dynamic easily-perceived information and static difficultly-perceived information, and the information is submitted to a back-end platform through wireless transmission. The main function of the rear-end platform is to confirm the validity of the traffic road condition information through a cross validation mechanism, establish a traffic road condition map with the assistance of a dynamic prediction mechanism, transmit the traffic road condition information to each vehicle-mounted device according to the position of each driver, lift each driver for reference and attention of the driver, and thus, a low-bandwidth and automatic road condition Internet of Vehicles is formed.
本发明揭露一种基于影像辨识的交通路况车联网系统,具有多个车载装置、与一后端平台;主要应用边缘计算概念,将行车影像中路况辨识的任务交付予各车载装置,各车载装置撷取行车影像,分析其所见的交通路况信息,并将信息区分为「静态易察觉信息」、「动态易察觉信息」及「静态不易察觉信息」,并透过无线传输提交至后端平台,所述后端平台主要功能是以交叉验证机制,确认交通路况信息的有效性,再辅以动态预测机制,建立交通路况地图,并将交通路况信息依据各驾驶人位置传递给各车载装置,提点各驾驶人,供驾驶人参考注意,进而形成一低带宽、自动化的路况车联网。
Traffic road condition Internet-of-Vehicles system based on image recognition
一种基于影像辨识的交通路况车联网系统
2021-05-14
Patent
Electronic Resource
Chinese
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