家庭视频监控下的自动火灾探测和报警系统

M. Hasan, M. Razzak
{"title":"家庭视频监控下的自动火灾探测和报警系统","authors":"M. Hasan, M. Razzak","doi":"10.1109/CSPA.2016.7515842","DOIUrl":null,"url":null,"abstract":"Devastating fire is a strong interest in home monitoring system. Fire detection; and its information utilization using image processing and information technology can be a great hope to reduce the devastation of fire mishaps. However, there are many systems with state-of-the-art for fire detection, but false signal is still a challenge to avoid. In this paper, an automatic fire detection and warning system under home video surveillance is presented in order to identify fire from video camera data and warn the concerned people accordingly. The planned system undergoes a low computational time taking fire detection approach using RGB color space, and it warns the people dynamically than conventional alarming unit. The designed system will be able to cope up with the present conventional fire detection approach under security surveillance system. The used fire detection approach has been tested under different scenarios is also presented to substantiate the accuracy of the system.","PeriodicalId":314829,"journal":{"name":"2016 IEEE 12th International Colloquium on Signal Processing & Its Applications (CSPA)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"17","resultStr":"{\"title\":\"An automatic fire detection and warning system under home video surveillance\",\"authors\":\"M. Hasan, M. Razzak\",\"doi\":\"10.1109/CSPA.2016.7515842\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Devastating fire is a strong interest in home monitoring system. Fire detection; and its information utilization using image processing and information technology can be a great hope to reduce the devastation of fire mishaps. However, there are many systems with state-of-the-art for fire detection, but false signal is still a challenge to avoid. In this paper, an automatic fire detection and warning system under home video surveillance is presented in order to identify fire from video camera data and warn the concerned people accordingly. The planned system undergoes a low computational time taking fire detection approach using RGB color space, and it warns the people dynamically than conventional alarming unit. The designed system will be able to cope up with the present conventional fire detection approach under security surveillance system. The used fire detection approach has been tested under different scenarios is also presented to substantiate the accuracy of the system.\",\"PeriodicalId\":314829,\"journal\":{\"name\":\"2016 IEEE 12th International Colloquium on Signal Processing & Its Applications (CSPA)\",\"volume\":\"18 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2016-03-04\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"17\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2016 IEEE 12th International Colloquium on Signal Processing & Its Applications (CSPA)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/CSPA.2016.7515842\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2016 IEEE 12th International Colloquium on Signal Processing & Its Applications (CSPA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CSPA.2016.7515842","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 17

摘要

毁灭性火灾是人们对家庭监控系统的浓厚兴趣。火灾探测;利用图像处理和信息技术对其进行信息利用,可以极大地减少火灾事故的破坏。然而,有许多先进的火灾探测系统,但假信号仍然是一个挑战,以避免。本文设计了一种家庭视频监控下的火灾自动探测报警系统,从摄像机数据中识别火灾,并对相关人员进行报警。该系统采用RGB色彩空间的火灾探测方法,计算时间短,比传统报警装置具有动态报警功能。所设计的系统能够应付目前安防监控系统中传统的火灾探测方式。在不同的场景下,对所使用的火灾探测方法进行了测试,以证实系统的准确性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An automatic fire detection and warning system under home video surveillance
Devastating fire is a strong interest in home monitoring system. Fire detection; and its information utilization using image processing and information technology can be a great hope to reduce the devastation of fire mishaps. However, there are many systems with state-of-the-art for fire detection, but false signal is still a challenge to avoid. In this paper, an automatic fire detection and warning system under home video surveillance is presented in order to identify fire from video camera data and warn the concerned people accordingly. The planned system undergoes a low computational time taking fire detection approach using RGB color space, and it warns the people dynamically than conventional alarming unit. The designed system will be able to cope up with the present conventional fire detection approach under security surveillance system. The used fire detection approach has been tested under different scenarios is also presented to substantiate the accuracy of the system.
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:604180095
Book学术官方微信