The invention discloses a data visualization processing method for intelligent traffic, and relates to the technical field of data processing, and the method comprises the following steps: S1, collecting a panoramic traffic image of a target area; s2, performing denoising processing on the panoramic traffic image to obtain a high-definition traffic image; s3, key textures of each street image block are obtained; s4, determining the number of existing vehicles; and S5, generating a traffic flow thermodynamic diagram for the target area. According to the method, the feature probability of each street image block in the high-definition traffic image is extracted, so that key textures can be automatically identified; based on the key texture, using a model to extract the contour number as the vehicle number of the street image block; and finally, according to the number of vehicles in each street image block, a thermodynamic diagram reflecting the traffic flow is generated in real time, and visual and accurate visual support is provided for urban traffic management and planning.

    本发明公开了一种用于智能交通的数据可视化处理方法,涉及数据处理技术领域,包括以下步骤:S1、采集目标区域的全景交通图像;S2、对全景交通图像进行去噪处理,得到高清交通图像;S3、得到各个街道图像块的重点纹理处;S4、确定存在的车辆数量;S5、为目标区域生成交通流量热力图。本发明通过提取高清交通图像中各个街道图像块的特征概率,该方法能够自动识别出重点纹理处;基于重点纹理处利用模型提取轮廓数量,作为该街道图像块的车辆数量;最后根据各个街道图像块的车辆数量,实时生成反映交通流量的热力图,为城市交通管理与规划提供直观且准确的可视化支持。


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    Title :

    Data visualization processing method for intelligent traffic


    Additional title:

    一种用于智能交通的数据可视化处理方法


    Contributors:
    HUO MINMIN (author)

    Publication date :

    2025-05-09


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Chinese


    Classification :

    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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    Free access

    Intelligent Traffic Data Processing for ITS Applications

    Tarko, Andrzej P. | Online Contents | 1997


    Intelligent Traffic Data Processing for ITS Applications

    Tarko, A. P. / Rouphail, N. M. | British Library Online Contents | 1997