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高速铁路基础设施视频大数据应用方案研究
引用本文:董学娟.高速铁路基础设施视频大数据应用方案研究[J].铁路计算机应用,2022,31(4):26-35.
作者姓名:董学娟
作者单位:北京经纬信息技术有限公司,北京 100081
基金项目:中国国家铁路集团有限公司科技研究开发计划课题(K2020G022)
摘    要:为充分挖掘利用综合视频监控系统采集的海量视频数据,分析开展高速铁路基础设施视频大数据应用的可行性,明确系统建设目标,提出系统总体架构和逻辑架构.该系统提供监控视频结构化分析平台,通过准确的视频数据标注,实现视频数据的结构化组织和存储管理,可为智能视频数据分析提供准确有效的数据集,也为铁路信息资源整合和综合应用开发提供了...

关 键 词:高速铁路  铁路基础设施  监控视频  大数据应用  智能视频分析  视频标注
收稿时间:2021-10-25

Research on surveillance video big data application scheme for high-speed railway infrastructure
Institution:Beijing Jingwei Information Technologies Co. Ltd., Beijing 100081, China
Abstract:In order to fully utilize the massive video data collected by the comprehensive video surveillance system, the feasibility of the surveillance video big data application for high-speed railway infrastructure is analyzed and the construction goals of the video big data application system are formulated. The overall architecture and logical architecture of the system is proposed. The system provides a structured analysis platform for surveillance video and achieves structured organization and storage management of video data through accurate video data annotation, which can prepare accurate and effective data sets for intelligent video data analysis, and also provide favorable conditions for railway information resource integration and comprehensive application development. The core function of the system is closed-loop management of railway infrastructure abnormalies alarm based on intelligent video analysis. Besides, it can provide customized query functions and data sharing services of surveillance video, conducive to improve the application value of video data and to promote the integrated development and fusion innovation of railway information systems. .
Keywords:
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