Application of disturbance-free train ticket inspection based on AR intelligent glasses
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摘要: 为进一步提升铁路列车验票效率,提高铁路旅客运输服务质量,优化旅客出行体验,以增强现实(AR,Augmented Reality)智能眼镜设备为载体, 进行免打扰列车验票服务应用研究。设计了基于 AR 智能眼镜的免打扰列车验票应用流程,阐述了AR技术、人脸检测技术和人脸桶检索技术在免打扰列车验票中的应用,并在塔建的测试环境中进行了功能测试,验证了方法的有效性。该研究可为铁路客运服务向更智能化、数字化、人性化方向发展提供技术支持。Abstract: In order to further improve the efficiency of railway train ticket inspection, improve the quality of railway passenger transportation services, and optimize the passenger travel experience, this paper used Augmented Reality (AR) intelligent glasses equipment as the carrier to conduct research on the application of disturbance-free train ticket inspection services. The paper designed an application process for disturbance-free train ticket inspection based on AR intelligent glasses, elaborated on the application of AR technology, face detection technology, and face bucket retrieval technology in disturbance-free train ticket inspection, and conducted functional tests in the built testing environment to verify the effectiveness of the method. This study can provide technical support for the development of railway passenger transportation services towards a more intelligent, digital, and user-friendly direction.
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[1] 王雪峰,董兴芝,原非凡. 京张高铁旅客全行程智慧信息服务技术研究与应用 [J]. 铁路计算机应用,2021,30(7):50-55. doi: 10.3969/j.issn.1005-8451.2021.07.009 [2] 李士达. 铁路电子客票载体选型及应用研究 [J]. 铁道运输与经济,2020,42(11):92-96,103. doi: 10.16668/j.cnki.issn.1003-1421.2020.11.16 [3] 李 政,化小刚,王永峰. 基于人脸识别的刷脸检(验)票技术研究与实现 [J]. 铁路计算机应用,2018,27(3):28-31. doi: 10.3969/j.issn.1005-8451.2018.03.007 [4] 黄 国,林球英,李雄均. 基于AR智能眼镜的变电站可视化巡检平台设计 [J]. 电子元器件与信息技术,2021,5(1):77-78. doi: 10.19772/j.cnki.2096-4455.2021.1.034 [5] 周亮瑾,朱建军,阎志远,等. 铁路站车客运信息无线交互系统的研究 [J]. 铁路计算机应用,2010,19(7):21-23. doi: 10.3969/j.issn.1005-8451.2010.07.007 [6] 李贝贝,朱建生,阎志远,等. 铁路人像检索平台流量智能调度研究 [J]. 铁路计算机应用,2021,30(8):6-10. doi: 10.3969/j.issn.1005-8451.2021.08.02 [7] 张晓多,马轶红. AR警用智能眼镜的性能及应用分析 [J]. 警察技术,2016(3):66-72. doi: 10.3969/j.issn.1009-9875.2016.03.018 [8] 耿 怡,安 晖,李 扬,等. 可穿戴设备发展现状和前景探析 [J]. 电子科学技术,2014(2):238-245. [9] 张 振,赵焕利. AR智能眼镜在移动警务实战中的应用 [J]. 警察技术,2019(5):44-47. doi: 10.3969/j.issn.1009-9875.2019.05.012 [10] 刘浩然. 深度学习方法在有遮挡人脸识别问题的应用研究[D]. 呼和浩特: 内蒙古工业大学, 2021. [11] 戴琳琳,阎志远,景 辉. Insightface结合Faiss的高并发人脸识别技术研究 [J]. 铁路计算机应用,2020,29(10):16-20. doi: 10.3969/j.issn.1005-8451.2020.10.004 [12] 景 辉,阎志远,戴琳琳,等. 基于Faster R-CNN的人脸识别算法研究 [J]. 铁路计算机应用,2019,28(10):8-11. doi: 10.3969/j.issn.1005-8451.2019.10.003 [13] 徐小雪. 基于改进Retinaface网络的多目标人检测算法研究[D]. 合肥: 安徽建筑大学, 2021.