The invention discloses a vehicle turning blind area intelligent early warning method based on deep learning, and the method comprises the steps: installing an edge computing server on an intelligent lamp post at a turning blind area intersection, and carrying out the wireless connection with a cloud computing platform; the edge computing server performs video structuring processing on the real-time video stream collected by the camera on the intelligent lamp post by using a deep learning algorithm to obtain an AI algorithm; performing pedestrian recognition and vehicle recognition on the real-time video stream collected by the camera on the intelligent lamp post, and judging whether there is a pedestrian-vehicle conflict; and if the person-vehicle conflict exists, the edge computing server controls a broadcast sound box on the intelligent lamp post to carry out voice reminding and sends early warning information to the vehicle at the same time. In order to solve the problems of visual blind spots and the like in the vehicle running process, the edge computing server is deployed on the intelligent lamp pole, the high-definition camera is used for image detection, recognition and tracking of pedestrians and vehicles are achieved on the edge side, pedestrian and vehicle conflicts are pre-judged, and early warning is conducted to guarantee pedestrian crossing and vehicle running safety.

    本发明公开了一种基于深度学习的车辆转弯盲区智能预警方法,方法步骤为:在转弯盲区路口处,将边缘计算服务器安装于智慧灯杆上,与云计算平台进行无线连接;边缘计算服务器利用深度学习算法对智慧灯杆上摄像头采集的实时视频流进行视频结构化处理,得到AI算法;对智慧灯杆上摄像头采集的实时视频流进行行人识别和车辆识别,判断是否存在人车冲突;若存在人车冲突,则边缘计算服务器控制智慧灯杆上的广播音箱进行语音提醒,同时向车辆发送预警信息。本发明面向车辆运行中视野盲点等问题,在智慧灯杆上部署边缘计算服务器,利用高清摄像头进行图像检测,在边缘侧实现行人及车辆的识别跟踪,预判人车冲突,并进行预警保障行人过街和车辆行驶安全。


    Zugriff

    Download


    Exportieren, teilen und zitieren



    Titel :

    Vehicle turning blind area intelligent early warning method based on deep learning


    Weitere Titelangaben:

    基于深度学习的车辆转弯盲区智能预警方法


    Beteiligte:
    TAN ZHANGZHI (Autor:in) / XING HANFA (Autor:in) / LIU WENKAI (Autor:in) / XU HANWEN (Autor:in) / AO ZURUI (Autor:in)

    Erscheinungsdatum :

    2023-09-19


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Chinesisch


    Klassifikation :

    IPC:    G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS / G06V / G08B SIGNALLING OR CALLING SYSTEMS , Signalisier- oder Rufsysteme / H04L TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION , Übertragung digitaler Information, z.B. Telegrafieverkehr



    Intelligent early warning system for right-turning blind area of emergency braking of commercial vehicle

    WEI YUNQI / LIU CHANGSEN / MA YALE | Europäisches Patentamt | 2023

    Freier Zugriff

    Large vehicle right turning blind area early warning system based on coupling ground induction coil

    WANG SHIYUAN / WANG CHUAN | Europäisches Patentamt | 2024

    Freier Zugriff

    Vehicle blind area early warning method and system

    DU LEI | Europäisches Patentamt | 2023

    Freier Zugriff

    Vehicle blind area early warning method and device

    GAN WANLIN / FANG XIANCHENG | Europäisches Patentamt | 2020

    Freier Zugriff

    Vehicle right turning blind area warning method based on regional light spot projection

    LI YI / XU GUOMING / YUAN HONGWU et al. | Europäisches Patentamt | 2022

    Freier Zugriff