The invention relates to the field of artificial intelligence and smart cities, and discloses a video monitoring method for a smart city, which is applied to a smart city safety monitoring system andcomprises an administrator client and a safety monitoring platform. The administrator client acquires a target vehicle image according to the license plate number and the vehicle registration information and generates a vehicle monitoring query request; the vehicle monitoring acquisition module acquires a target monitoring video according to the vehicle monitoring query request to obtain a vehiclemonitoring image packet; the image preprocessing module removes redundant information of the target vehicle image to obtain a vehicle standard image; the prediction image generation module generatesa plurality of vehicle prediction images at different monitoring angles according to the vehicle standard image and the monitoring angle information, and performs feature normalization discriminationon the vehicle prediction images to obtain a vehicle prediction image packet; and the target vehicle identification module inputs the vehicle monitoring image packet and the vehicle prediction image packet into a vehicle identification convolutional neural network model to obtain a target vehicle query result.

    本发明涉及人工智能和智慧城市领域,公开了一种用于智慧城市的视频监控方法,应用于智慧城市安全监控系统,其包括管理员客户端和所述安全监控平台。管理员客户端根据车牌号和车辆登记信息获取目标车辆图像并生成车辆监控查询请求;车辆监控获取模块根据车辆监控查询请求获取目标监控视频以得到车辆监控图像包;图像预处理模块去除目标车辆图像的冗余信息以得到车辆标准图像;预测图像生成模块根据车辆标准图像和监控角度信息生成不同监控角度下的若干个车辆预测图像,并对其进行特征归一化判别得到车辆预测图像包;目标车辆识别模块将车辆监控图像包和车辆预测图像包输入车辆识别卷积神经网络模型得到目标车辆查询结果。


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    Title :

    Video monitoring method for smart city


    Additional title:

    一种用于智慧城市的视频监控方法


    Contributors:
    LIU YINGSEN (author)

    Publication date :

    2021-03-23


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    IPC:    G06F ELECTRIC DIGITAL DATA PROCESSING , Elektrische digitale Datenverarbeitung / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS



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