The invention relates to a parking spot identification method and device, computer equipment and a storage medium. The method comprises the steps of obtaining position data of a plurality of vehicles at a parking point, grouping the position data according to position features of the position data, obtaining a plurality of combinations, clustering the position data in the combinations, obtaining a plurality of sets, and obtaining position information of a center point of each set. According to the method, the identification of the vehicle parking spot is realized, the position data is grouped based on the position features before the position data is clustered, and then the position data is clustered by taking the combination obtained after grouping as a unit, so that the direct clustering identification of the position data with huge data volume is avoided, and the accuracy of the clustering identification is improved. According to the method, the performance requirement of hardware processing data is reduced, the vehicle parking point identification efficiency is improved, in addition, the position data in each combination has similar position features, clustering identification is carried out on the position data based on the group, and the parking point identification accuracy is improved.

    本申请涉及一种停车点识别方法、装置、计算机设备和存储介质。所述方法包括:获取多个车辆在停车点的位置数据,根据各位置数据的位置特征,对各位置数据进行分组,获取多个组合,对各组合中的位置数据进行聚类,获取多个集合,获取各集合中心点的位置信息。采用本方法实现了车辆停车点的识别,由于对位置数据进行聚类前,基于位置特征对各位置数据进行分组,再以分组后得到的组合为单位对位置数据进行聚类,避免了直接对数据量庞大的位置数据进行聚类识别,降低了硬件处理数据的性能要求,提高了车辆停车点识别效率,此外,各组合中的位置数据具有相似的位置特征,基于该分组对位置数据进行聚类识别,提高了停车点识别的准确性。


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    Title :

    Parking point identification method and device, computer equipment and storage medium


    Additional title:

    停车点识别方法、装置、计算机设备和存储介质


    Contributors:
    BAI XUE (author) / HAN JIANPING (author) / SONG LEI (author) / WEI LILI (author) / WANG TILONG (author) / DENG JIANCHUN (author) / QI LELE (author) / ZHAN CHEN (author) / LIU FANGFANG (author) / AI RUOLIN (author)

    Publication date :

    2023-07-04


    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



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