DeepPet: A Pet Animal Tracking System in Internet of Things using Deep Neural Networks

A. Hammam, Mona M. Soliman, A. Hassanein
{"title":"DeepPet: A Pet Animal Tracking System in Internet of Things using Deep Neural Networks","authors":"A. Hammam, Mona M. Soliman, A. Hassanein","doi":"10.1109/ICCES.2018.8639260","DOIUrl":null,"url":null,"abstract":"Pets animal monitoring in smart cities is a challenging problem. classic approach to identify the animal and surveillance methods like air tags, GPS, and RFID has its disadvantage to provide the full required level of monitoring and tracking of the pets. Such devices have many limitations and costly. The massive development in the area of Internet of things (IOT) in smart cities can be used to provide a human control and interaction with pets by using the Internet of Things and its technologies. This paper will present an approach of pet animal tracking on the video stream using deep learning capabilities with the goal to detect and classify the object of interest.","PeriodicalId":113848,"journal":{"name":"2018 13th International Conference on Computer Engineering and Systems (ICCES)","volume":"81 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"7","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 13th International Conference on Computer Engineering and Systems (ICCES)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICCES.2018.8639260","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 7

Abstract

Pets animal monitoring in smart cities is a challenging problem. classic approach to identify the animal and surveillance methods like air tags, GPS, and RFID has its disadvantage to provide the full required level of monitoring and tracking of the pets. Such devices have many limitations and costly. The massive development in the area of Internet of things (IOT) in smart cities can be used to provide a human control and interaction with pets by using the Internet of Things and its technologies. This paper will present an approach of pet animal tracking on the video stream using deep learning capabilities with the goal to detect and classify the object of interest.
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
DeepPet:基于深度神经网络的物联网宠物跟踪系统
智能城市的宠物动物监控是一个具有挑战性的问题。传统的识别动物和监视方法,如航空标签、GPS和RFID,在提供对宠物的全面监控和跟踪方面有其缺点。这种装置有许多局限性,而且价格昂贵。智能城市中物联网(IOT)领域的大规模发展可以利用物联网及其技术为宠物提供人类控制和互动。本文将介绍一种使用深度学习功能在视频流上跟踪宠物动物的方法,目的是检测和分类感兴趣的对象。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
DeepPet: A Pet Animal Tracking System in Internet of Things using Deep Neural Networks ICCES 2018 Author Index A Real-Time Social Network- Based Traffic Monitoring & Vehicle Tracking System Data Inspection in SDN Network WPA-WPA2 PSK Cracking Implementation on Parallel Platforms
×
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