基于嵌入式DSP系统的监控摄像机人数估计

Nai-Jen Li, Cheng-Feng Weng, Wen-June Wang, Hsiang-Chieh Chen, Pei-Jun Lee
{"title":"基于嵌入式DSP系统的监控摄像机人数估计","authors":"Nai-Jen Li, Cheng-Feng Weng, Wen-June Wang, Hsiang-Chieh Chen, Pei-Jun Lee","doi":"10.1109/ICSSE.2013.6614633","DOIUrl":null,"url":null,"abstract":"This paper proposes a method to estimate the number of the people in an indoor environment. The method is implemented on embedded digital signal processing (DSP) system for energy-saving. Using background subtraction technique to extract foreground, every row pixels of extracted foreground and an adjustable human template are weighed by the proposed weighting model and then we accumulate those weighed pixels to estimate the number of people. The experimental results show that the proposed method has outstanding performance on estimating the number of people in the video surveillance.","PeriodicalId":124317,"journal":{"name":"2013 International Conference on System Science and Engineering (ICSSE)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2013-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":"{\"title\":\"The people number estimation based on the embedded DSP system with surveillance camera\",\"authors\":\"Nai-Jen Li, Cheng-Feng Weng, Wen-June Wang, Hsiang-Chieh Chen, Pei-Jun Lee\",\"doi\":\"10.1109/ICSSE.2013.6614633\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper proposes a method to estimate the number of the people in an indoor environment. The method is implemented on embedded digital signal processing (DSP) system for energy-saving. Using background subtraction technique to extract foreground, every row pixels of extracted foreground and an adjustable human template are weighed by the proposed weighting model and then we accumulate those weighed pixels to estimate the number of people. The experimental results show that the proposed method has outstanding performance on estimating the number of people in the video surveillance.\",\"PeriodicalId\":124317,\"journal\":{\"name\":\"2013 International Conference on System Science and Engineering (ICSSE)\",\"volume\":\"20 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2013-07-04\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"4\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2013 International Conference on System Science and Engineering (ICSSE)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICSSE.2013.6614633\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2013 International Conference on System Science and Engineering (ICSSE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICSSE.2013.6614633","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 4

摘要

本文提出了一种估算室内环境中人数的方法。该方法已在嵌入式节能数字信号处理(DSP)系统上实现。利用背景相减技术提取前景,对提取的前景和可调整的人体模板的每一行像素进行加权,然后将加权后的像素进行累加来估计人数。实验结果表明,该方法对视频监控中人数的估计有较好的效果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
The people number estimation based on the embedded DSP system with surveillance camera
This paper proposes a method to estimate the number of the people in an indoor environment. The method is implemented on embedded digital signal processing (DSP) system for energy-saving. Using background subtraction technique to extract foreground, every row pixels of extracted foreground and an adjustable human template are weighed by the proposed weighting model and then we accumulate those weighed pixels to estimate the number of people. The experimental results show that the proposed method has outstanding performance on estimating the number of people in the video surveillance.
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
期刊最新文献
Clustering of text collections based on PART neural network and similarity measure Target object announcement by synchronous blinking of a robot and an object Design and implementation of adaptive dynamic controllers for wheeled mobile robots Applying weighted mean aggregation to edge detection of images Adaptive dynamic surface control for fault-tolerant multi-robot systems
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1