集成图像识别技术的智能疏散系统

Kun-Ming Yu, Ching-Shiang Yu, C. Lien, S. Cheng, M. Lei, Huan-Po Hsu, Nancy Tsai
{"title":"集成图像识别技术的智能疏散系统","authors":"Kun-Ming Yu, Ching-Shiang Yu, C. Lien, S. Cheng, M. Lei, Huan-Po Hsu, Nancy Tsai","doi":"10.1109/UMEDIA.2015.7297422","DOIUrl":null,"url":null,"abstract":"Nowadays, in case of an emergency, and because of the more complicated interiors of buildings, people may not be able to easily find a safe escape route within limited time. An immediately available evacuation guide can improve safety in public buildings. In this research paper, we propose an intelligent guidance system that is a combination of image recognition and Digital Signage for conducting people to safety. This system applies WSN and RFID to collect environmental information, IP cameras to monitor group movements and uses an evaluation algorithm to circulate a safe route using environmental information obtained from the system and then smartphones and digital signage to guide people to the exit. Instruction guides are displayed using the digital signage. The execution time of the proposed system was also evaluated: the overall processing time for a complex space was less than 1.1 second showing the superior efficiency of the proposed system compared with previous systems.","PeriodicalId":262562,"journal":{"name":"2015 8th International Conference on Ubi-Media Computing (UMEDIA)","volume":"55 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2015-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"10","resultStr":"{\"title\":\"Intelligent evacuation system integrated with image recognition technology\",\"authors\":\"Kun-Ming Yu, Ching-Shiang Yu, C. Lien, S. Cheng, M. Lei, Huan-Po Hsu, Nancy Tsai\",\"doi\":\"10.1109/UMEDIA.2015.7297422\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Nowadays, in case of an emergency, and because of the more complicated interiors of buildings, people may not be able to easily find a safe escape route within limited time. An immediately available evacuation guide can improve safety in public buildings. In this research paper, we propose an intelligent guidance system that is a combination of image recognition and Digital Signage for conducting people to safety. This system applies WSN and RFID to collect environmental information, IP cameras to monitor group movements and uses an evaluation algorithm to circulate a safe route using environmental information obtained from the system and then smartphones and digital signage to guide people to the exit. Instruction guides are displayed using the digital signage. The execution time of the proposed system was also evaluated: the overall processing time for a complex space was less than 1.1 second showing the superior efficiency of the proposed system compared with previous systems.\",\"PeriodicalId\":262562,\"journal\":{\"name\":\"2015 8th International Conference on Ubi-Media Computing (UMEDIA)\",\"volume\":\"55 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2015-08-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"10\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2015 8th International Conference on Ubi-Media Computing (UMEDIA)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/UMEDIA.2015.7297422\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2015 8th International Conference on Ubi-Media Computing (UMEDIA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/UMEDIA.2015.7297422","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 10

摘要

如今,在紧急情况下,由于建筑物内部更加复杂,人们可能无法在有限的时间内轻松找到安全的逃生路线。一个即时可用的疏散指南可以提高公共建筑的安全性。在本文中,我们提出了一种结合图像识别和数字标牌的智能引导系统,用于引导人们走向安全。该系统采用WSN和RFID采集环境信息,IP摄像头监控人群活动,并使用评估算法利用系统获取的环境信息来循环安全路线,然后使用智能手机和数字标牌引导人们到出口。使用数字标牌显示操作指南。对系统的执行时间也进行了评估:复杂空间的总体处理时间小于1.1秒,显示出与以前的系统相比,所提出系统的效率更高。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Intelligent evacuation system integrated with image recognition technology
Nowadays, in case of an emergency, and because of the more complicated interiors of buildings, people may not be able to easily find a safe escape route within limited time. An immediately available evacuation guide can improve safety in public buildings. In this research paper, we propose an intelligent guidance system that is a combination of image recognition and Digital Signage for conducting people to safety. This system applies WSN and RFID to collect environmental information, IP cameras to monitor group movements and uses an evaluation algorithm to circulate a safe route using environmental information obtained from the system and then smartphones and digital signage to guide people to the exit. Instruction guides are displayed using the digital signage. The execution time of the proposed system was also evaluated: the overall processing time for a complex space was less than 1.1 second showing the superior efficiency of the proposed system compared with previous systems.
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