The invention discloses a road traffic condition detection method based on vehicle-mounted camera shooting, and the method fully considers the dynamics and uncertainty of road traffic through employing a vehicle detection theory based on deep learning. Traffic condition estimation assists the vehicle in dynamically describing the current traffic condition, so that the traffic efficiency in intelligent traffic is improved. The invention provides the traffic condition detection method based on vehicle-mounted camera shooting in allusion to an intelligent traffic system so as to assist the vehicle in estimating the traffic condition through the traffic information collected by the vehicle-mounted camera shooting equipment. By integrating with edge computing and V2X networks, additional computing and communication resources may be obtained to accurately estimate traffic conditions at which the vehicle arrives. The invention provides the road traffic condition detection method based on vehicle-mounted camera shooting to count the number of vehicles running on different lanes. And finally, the fine-grained estimation is carried out on the road traffic condition.

    本发明公开了一种基于车载摄像的道路交通状况检测方法,该方法利用基于深度学习车辆检测理论,充分考虑了道理交通的动态性以及不确定性。交通状况估计在协助车辆动态描述当前交通状况,从而提高了智能交通中的交通效率。本发明针对智能交通系统提出了一种基于车载摄像的交通状况检测方法,以协助车辆通过车载摄像设备收集的交通信息来估计通状况。通过与边缘计算和V2X网络集成,可以获得额外的计算和通信资源,以准确估算车辆到达的交通状况。文发明中提出基于车载摄像的道路交通状况检测方法来对在不同车道上行驶的车辆数量进行计数。最后,对道路交通状况进行细粒度的估计。


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    Title :

    Road traffic condition detection method based on vehicle-mounted camera shooting


    Additional title:

    一种基于车载摄像的道路交通状况检测方法


    Contributors:
    LIN JIE (author) / HUANG YONG (author) / ZHAO PENG (author)

    Publication date :

    2020-11-10


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    IPC:    G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS / G06K Erkennen von Daten , RECOGNITION OF DATA / G06T Bilddatenverarbeitung oder Bilddatenerzeugung allgemein , IMAGE DATA PROCESSING OR GENERATION, IN GENERAL / H04N PICTORIAL COMMUNICATION, e.g. TELEVISION , Bildübertragung, z.B. Fernsehen



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