The invention discloses an infrared-based truck overload detection method, which specifically comprises the following steps of: installing a camera and an infrared thermal imager on the side of an expressway, and respectively detecting a truck and acquiring an infrared image; the camera detects a truck and recognizes the type of the truck through a Yolov5 deep learning algorithm based on an SA attention mechanism, and the thermal infrared imager collects feature images of an engine and tire parts of the truck; whether the truck is overloaded or not is judged through the ResNet algorithm, early warning is conducted on the overloaded truck, preliminary detection of highway truck overload is achieved under the non-contact condition, and potential safety hazards are reduced.

    本发明公开了一种基于红外的货车超载检测方法,具体为:在高速公路路侧安装摄像头和红外热像仪,分别进行货车的检测和红外图像的获取;摄像头通过基于SA注意力机制的Yolov5深度学习算法检测货车和车型识别,红外热像仪采集货车发动机和轮胎部位特征图像;通过ResNet算法判断货车是否超载,对超载货车进行预警,在无接触的情况下实现高速公路货车超载的初步检测,减少安全隐患。


    Access

    Download


    Export, share and cite



    Title :

    Infrared-based truck overload detection method


    Additional title:

    一种基于红外的货车超载检测方法


    Contributors:
    GUO TANGYI (author) / LI LINWEI (author) / LI JIAN (author) / TANG XIANKANG (author)

    Publication date :

    2024-06-07


    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 / H04N PICTORIAL COMMUNICATION, e.g. TELEVISION , Bildübertragung, z.B. Fernsehen



    Truck overload detection management system

    ZHU GUANGQUAN | European Patent Office | 2023

    Free access

    Truck overload detection system and method based on machine vision

    YU FUCAI / XU CHANGJUN / DOU XIANGZHONG et al. | European Patent Office | 2021

    Free access

    Truck overload detection method based on radio frequency identification and target detection

    XU HE / GUO MINGTAO / LI PENG et al. | European Patent Office | 2020

    Free access

    Overload detection method and system for high-speed truck

    YAN JUN / WANG YONGFEI / ZHANG JUHUA | European Patent Office | 2023

    Free access

    Muck truck overload detection method and system based on intelligent network connection

    ZHUO XI / CHANG XUEYANG / YOU SHAOWEN | European Patent Office | 2024

    Free access