基于行人再识别算法的智能安防机器人行人识别系统

Yusu Wang, Zhipeng Ma, Huaqi Fang, Can Hu, Yihao Cao, Dingxin He
{"title":"基于行人再识别算法的智能安防机器人行人识别系统","authors":"Yusu Wang, Zhipeng Ma, Huaqi Fang, Can Hu, Yihao Cao, Dingxin He","doi":"10.1109/ICCEAI52939.2021.00074","DOIUrl":null,"url":null,"abstract":"The security system is an important guarantee for the safety of citizens' lives and property. In recent years, security robots have been more and more widely used in security systems. At present, domestic security robots generally lack of pedestrian recognition ability under complex circumstances. Therefore, this paper designs and implements pedestrian recognition system for smart security robots using improved pedestrian re-identification algorithm. Experiment result shows that the system has success rate of 90 % and response speed compliance rate of 94.4% under real circumstances, which is much better than traditional system.","PeriodicalId":331409,"journal":{"name":"2021 International Conference on Computer Engineering and Artificial Intelligence (ICCEAI)","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2021-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Pedestrian Recognition System for Smart Security Robot using Pedestrian Re-identification Algorithm\",\"authors\":\"Yusu Wang, Zhipeng Ma, Huaqi Fang, Can Hu, Yihao Cao, Dingxin He\",\"doi\":\"10.1109/ICCEAI52939.2021.00074\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The security system is an important guarantee for the safety of citizens' lives and property. In recent years, security robots have been more and more widely used in security systems. At present, domestic security robots generally lack of pedestrian recognition ability under complex circumstances. Therefore, this paper designs and implements pedestrian recognition system for smart security robots using improved pedestrian re-identification algorithm. Experiment result shows that the system has success rate of 90 % and response speed compliance rate of 94.4% under real circumstances, which is much better than traditional system.\",\"PeriodicalId\":331409,\"journal\":{\"name\":\"2021 International Conference on Computer Engineering and Artificial Intelligence (ICCEAI)\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-08-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 International Conference on Computer Engineering and Artificial Intelligence (ICCEAI)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICCEAI52939.2021.00074\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 International Conference on Computer Engineering and Artificial Intelligence (ICCEAI)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICCEAI52939.2021.00074","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

安全保障制度是保障公民生命财产安全的重要保障。近年来,安防机器人在安防系统中的应用越来越广泛。目前国内安防机器人普遍缺乏复杂环境下的行人识别能力。因此,本文采用改进的行人再识别算法,设计并实现了智能安防机器人的行人识别系统。实验结果表明,该系统在实际情况下的成功率为90%,响应速度符合率为94.4%,大大优于传统系统。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Pedestrian Recognition System for Smart Security Robot using Pedestrian Re-identification Algorithm
The security system is an important guarantee for the safety of citizens' lives and property. In recent years, security robots have been more and more widely used in security systems. At present, domestic security robots generally lack of pedestrian recognition ability under complex circumstances. Therefore, this paper designs and implements pedestrian recognition system for smart security robots using improved pedestrian re-identification algorithm. Experiment result shows that the system has success rate of 90 % and response speed compliance rate of 94.4% under real circumstances, which is much better than traditional 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:481959085
Book学术官方微信