图像识别和检索技术在公共安全和IT服务中的工业应用

Tomokazu Murakami
{"title":"图像识别和检索技术在公共安全和IT服务中的工业应用","authors":"Tomokazu Murakami","doi":"10.1145/3206025.3210492","DOIUrl":null,"url":null,"abstract":"Hitachi has a wide variety of technologies ranging from systems for infrastructure to IT platforms such as railway management systems, water supply operation systems, manufacturing management systems for factories, surveillance cameras and monitoring systems, rolling stocks, power plants, servers, storages, data centers, and various IT systems for governments and companies. The research and development group of Hitachi is developing video analytics and other media processing techniques and applying them to various products and solutions with business divisions for such as public safety, productivity improvement of factories and other IT applications. In this talk, I would like to introduce some of the products, solutions and research topics in Hitachi which video analytics and image retrieval techniques are applied. These include an image search system for retrieving public registered design graphics, a person detection and tracking function for video surveillance system and our activities and results in TRECVID 2017. In each cases, we integrated our original high speed image search database and deep learning based image recognition technique. Through these use cases, I would like to present how image recognition and retrieval technologies are practically utilized to industrial products and solutions and contributing to the improvement of social welfare.","PeriodicalId":224132,"journal":{"name":"Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval","volume":"139 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Industrial Applications of Image Recognition and Retrieval Technologies for Public Safety and IT Services\",\"authors\":\"Tomokazu Murakami\",\"doi\":\"10.1145/3206025.3210492\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Hitachi has a wide variety of technologies ranging from systems for infrastructure to IT platforms such as railway management systems, water supply operation systems, manufacturing management systems for factories, surveillance cameras and monitoring systems, rolling stocks, power plants, servers, storages, data centers, and various IT systems for governments and companies. The research and development group of Hitachi is developing video analytics and other media processing techniques and applying them to various products and solutions with business divisions for such as public safety, productivity improvement of factories and other IT applications. In this talk, I would like to introduce some of the products, solutions and research topics in Hitachi which video analytics and image retrieval techniques are applied. These include an image search system for retrieving public registered design graphics, a person detection and tracking function for video surveillance system and our activities and results in TRECVID 2017. In each cases, we integrated our original high speed image search database and deep learning based image recognition technique. Through these use cases, I would like to present how image recognition and retrieval technologies are practically utilized to industrial products and solutions and contributing to the improvement of social welfare.\",\"PeriodicalId\":224132,\"journal\":{\"name\":\"Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval\",\"volume\":\"139 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2018-06-05\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3206025.3210492\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3206025.3210492","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

摘要

日立拥有各种各样的技术,从基础设施系统到IT平台,如铁路管理系统,供水操作系统,工厂制造管理系统,监控摄像头和监控系统,铁路车辆,发电厂,服务器,存储,数据中心以及各种政府和公司的IT系统。日立的研发小组正在开发视频分析和其他媒体处理技术,并将其应用于公共安全,工厂生产力提高和其他IT应用等业务部门的各种产品和解决方案。在这次演讲中,我将介绍一些日立公司应用视频分析和图像检索技术的产品、解决方案和研究课题。其中包括用于检索公共注册设计图形的图像搜索系统,用于视频监控系统的人员检测和跟踪功能以及我们在TRECVID 2017中的活动和结果。在每种情况下,我们都集成了原始的高速图像搜索数据库和基于深度学习的图像识别技术。通过这些用例,我想展示图像识别和检索技术如何实际应用于工业产品和解决方案,并为改善社会福利做出贡献。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Industrial Applications of Image Recognition and Retrieval Technologies for Public Safety and IT Services
Hitachi has a wide variety of technologies ranging from systems for infrastructure to IT platforms such as railway management systems, water supply operation systems, manufacturing management systems for factories, surveillance cameras and monitoring systems, rolling stocks, power plants, servers, storages, data centers, and various IT systems for governments and companies. The research and development group of Hitachi is developing video analytics and other media processing techniques and applying them to various products and solutions with business divisions for such as public safety, productivity improvement of factories and other IT applications. In this talk, I would like to introduce some of the products, solutions and research topics in Hitachi which video analytics and image retrieval techniques are applied. These include an image search system for retrieving public registered design graphics, a person detection and tracking function for video surveillance system and our activities and results in TRECVID 2017. In each cases, we integrated our original high speed image search database and deep learning based image recognition technique. Through these use cases, I would like to present how image recognition and retrieval technologies are practically utilized to industrial products and solutions and contributing to the improvement of social welfare.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信