The invention discloses an expressway charging auditing system and method based on a micro-service architecture, the system comprises a data auditing subsystem and a data application subsystem, the two subsystems are different services, and each service adopts a single architecture mode; the data auditing subsystem comprises a data acquisition module and a data analysis module, the data acquisition module performs data acquisition, the data analysis module is used for constructing a toll evasion vehicle screening model and obtaining an abnormal screening result of a vehicle according to the acquired data, and the data application subsystem comprises a suspicion vehicle checking module and a toll evasion vehicle checking module. And the feature extraction module is used for constructing a multi-branch vehicle re-identification model, performing feature extraction on the suspicious vehicles and the vehicles in the retrieval vehicle library based on the toll evasion vehicle screening model, and then classifying the suspicious vehicles and the vehicles in the retrieval vehicle library according to the feature distance to obtain views of the suspicious vehicles under different cameras. According to the invention, automatic analysis and screening of mass pass transaction data can be realized, and the suspected vehicle screening accuracy is improved.
本发明公开了一种基于微服务架构的高速公路收费稽核系统及方法,其中的系统包括数据稽核子系统和数据应用子系统,两个子系统分别为不同的服务,每个服务采用单体架构方式;数据稽核子系统包括数据采集模块和数据分析模块,数据采集模块进行数据采集,数据分析模块用于构建逃费车辆筛查模型,并采集的数据得到车辆的异常筛查结果,数据应用子系统包括嫌疑车辆核查模块,用于构建多分支车辆重识别模型,并基于逃费车辆筛查模型对可疑车辆和检索车辆库中的车辆进行特征提取,然后特征距离对可疑车辆和检索车辆库中的车辆进行分类,得到可疑车辆在不同摄像机下的视图。本发明能够实现海量通行交易数据的自动化分析和筛查,并提高嫌疑车辆筛查准确率。
Expressway charging auditing system and method based on micro-service architecture
基于微服务架构的高速公路收费稽核系统及方法
2025-03-25
Patent
Electronic Resource
Chinese
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