According to the method for detecting the passenger and freight mixed loading behavior of the minibus, the minibus is recognized through the minibus side shooting target recognition model, then the minibus side row picture is detected based on the vehicle window side shooting target recognition model, the vehicle window target is recognized, and the passenger and freight mixed loading behavior of the minibus is obtained. And vehicle window targets in all vehicle window areas are identified through a cargo carrying feature identification model, vehicle windows with cargo carrying features are found, and real-time early warning information is generated in combination with vehicle license plate information and equipment information of roadside infrared monitoring equipment. Pictures are collected in real time based on the roadside infrared monitoring equipment, visible light interference to the view of a driver is avoided, and it is ensured that the to-be-recognized image can be rapidly and safely obtained; new equipment does not need to be added in the whole process, and the recognition rate of the passenger and freight mixed loading minibus can be rapidly and accurately improved based on low cost.

    本申请提供的一种面包车客货混装行为的检测方法,通过面包车侧拍目标识别模型识别出面包车,然后基于车窗侧拍目标识别模型对面包车侧排图片检测,识别出车窗目标,再通过载货特征识别模型对所有的车窗区域的车窗目标进行识别,找到带有载货特征的车窗,然后结合车辆号牌信息和路侧红外监控设备的设备信息生成实时预警信息。本申请基于路侧红外监控设备实时采集图片,对驾驶人视野无可见光干扰,确保可以快速且安全地获取待识别图像;整个过程无需添加新的设备,可以基于较低成本快速准确地提高对客货混装面包车的识别率。


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    Title :

    Method for detecting passenger and freight mixed loading behavior of minibus


    Additional title:

    一种面包车客货混装行为的检测方法


    Contributors:
    MIAO XINDUN (author) / ZHANG HUICHEN (author) / CAO PENG (author) / LI XIAOWU (author) / SUN HAN (author) / ZHAO LEI (author) / JIANG JIANDUO (author) / GE GUANGZHAO (author)

    Publication date :

    2025-03-28


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    IPC:    G06V / G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung / G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS