The invention discloses a vehicle identification method and device, electronic equipment and a storage medium, and the method comprises the steps: obtaining a to-be-detected video image set; for each frame of to-be-detected video image in the to-be-detected video image set, determining the definition level of the to-be-detected video image according to the saturation of the pixel points of the to-be-detected video image; inputting the to-be-detected video image into an image definition correction model corresponding to the definition level to obtain corrected image feature information; inputting the corrected image feature information into a preset vehicle recognition model to obtain a vehicle recognition result of the to-be-detected video image; and sequentially matching the vehicle identification result of the current frame of to-be-detected video image with the vehicle identification result of the next frame of to-be-detected video image to obtain a matching result, and generating a vehicle track according to the matching result.

    本申请公开了一种车辆识别方法、装置、电子设备及存储介质,所述车辆识别方法,包括:获取待检测视频图像集合;针对待检测视频图像集合中的每一帧待检测视频图像,根据待检测视频图像的像素点的饱和度确定待检测视频图像的清晰度等级;将待检测视频图像输入清晰度等级对应的图像清晰度矫正模型,获得矫正后的图像特征信息;将矫正后的图像特征信息输入预设车辆识别模型,获得待检测视频图像的车辆识别结果;依次将当前帧待检测视频图像的车辆识别结果与下一帧待检测视频图像的车辆识别结果进行匹配,获得匹配结果,根据匹配结果生成车辆轨迹。


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    Titel :

    Vehicle identification method and device, electronic equipment and storage medium


    Weitere Titelangaben:

    一种车辆识别方法、装置、电子设备及存储介质


    Beteiligte:
    LI XIANG (Autor:in) / CHEN SHUO (Autor:in) / CHEN JIN (Autor:in) / XU YANG (Autor:in)

    Erscheinungsdatum :

    2022-05-13


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Chinesisch


    Klassifikation :

    IPC:    G06V / G06T Bilddatenverarbeitung oder Bilddatenerzeugung allgemein , IMAGE DATA PROCESSING OR GENERATION, IN GENERAL / G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS




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