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铁路通信信号工程技术 ›› 2024, Vol. 21 ›› Issue (2): 84-88.DOI: 10.3969/j.issn.1673-4440.2024.02.015

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X射线安检仪人包自动绑定方法研究

赵 耀   

  1. 中国铁路设计集团有限公司,天津 300308
  • 收稿日期:2022-08-11 修回日期:2023-12-27 出版日期:2024-02-25 发布日期:2024-02-25
  • 作者简介:赵耀(1985—),男,高级工程师,博士,主要研究方向:铁路信息通信技术,邮箱:zhaoyao@crdc.com。
  • 基金资助:
    中国铁路设计集团有限公司科技开发课题项目(2020KF240810)
    发明专利:2021年国家实用新型专利(ZL202120992449.6)

Research on Automatic Binding Method of Passenger and Luggage Information in X-ray Security Scanner

Zhao Yao   

  1. China Railway Design Corporation, Tianjin    300308, China
  • Received:2022-08-11 Revised:2023-12-27 Online:2024-02-25 Published:2024-02-25
  • Supported by:

摘要: 为解决铁路旅客运输中用X射线安检仪对旅客行包进行安检时,人工判断行包所属旅客工作难度大、效率低的问题,提出一种结合人脸探测及时间关联的人包信息绑定与输出显示系统。在不改变X射线安检仪和装置结构的基础上,在X射线安检仪入口处设置监控摄像机对旅客放置行包过程进行图像采集,通过算法合理计算旅客放行包与安检机采集行包X射线图像时间差,并用人脸分类器快速筛选出含有对应人脸的图像,与行包X射线图像自动绑定。通过实际软硬件调试和人包绑定实验数据分析证明方法的有效性。

关键词: 铁路运输, X射线安检, 人包信息, 图像处理, 人脸探测

Abstract: This paper intends to solve the difficulty and inefficiency in manually judging the ownership of passenger luggage during the security check of passenger luggage using X-ray security scanner in railway passenger transport. It proposes a biding and display system for passenger and luggage information using a new method that combines face recognition with time correlation. The structure of the traditional X-ray security scanner and its devices is not changed. The monitoring camera is arranged at the entrance of the X-ray security scanner to capture images of the passengers’ luggage placing process. The appropriate algorithm is applied to calculate the time difference between the luggage placing by the passengers and the X-ray passenger and luggage image acquisition by the security scanner. The face classifier is utilized to rapidly screen the corresponding face images and automatically bind such face images to the X-ray luggage images. The effectiveness of the proposed method is proved by actual hardware and software debugging and binding test data for passenger and luggage information.

Key words: railway transport, X-ray security check, passenger and luggage information, image processing, face recognition

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