摘要
贯彻落实机车乘务员标准化作业制度是保障铁路行车安全的有效手段和重要措施。针对机车乘务员作业视频文件检索,研发机车乘务员标准化作业质量智能评判系统。该系统依托人工智能技术,采用集文字、图形、视频等多手段识别分析于一体的多模态超融合分析技术,具有行为检索准确率高、检出率高、检索速度快等特点,能够根据乘务员标准化作业情况进行智能评分,并具有丰富的多维度统计功能。
Implementing the standardized operation system of train drivers is an effective means and an important measure to ensure railway operation safety.For the retrieval of video files of the operation of train drivers,an intelligent judgment system for standardized operation quality of train drivers is developed.Relying on artificial intelligence,the system adopts multi-modal hyper-fusion analysis technology integrating text,graphics,video and other means of identification and analysis.It has the characteristics of high behavior retrieval accuracy,high detection rate and fast retrieval speed.It can perform intelligent scoring according to the standardized operation of the driver and has rich multi-dimensional statistical functions.
作者
米奡蔚
张晨轩
张子良
MI Aowei;ZHANG Chenxuan;ZHANG Ziliang(Jiayuguan Locomotive Depot,China Railway Lanzhou Group Co.,Ltd.,Jiayuguan Gansu 735100,China;National Space Science Center of Chinese Academy of Sciences,Beijing 100190,China;China Software and Technical Service Co.,Ltd.,Beijing 100081,China)
出处
《中国铁路》
2023年第3期110-115,共6页
China Railway
基金
中国铁路兰州局集团有限公司科技研究开发计划项目(2022019-2)。
