基于HAR的宠物动作识别与动作推荐研究

Shunke Zhou
{"title":"基于HAR的宠物动作识别与动作推荐研究","authors":"Shunke Zhou","doi":"10.1109/wi-iat55865.2022.00125","DOIUrl":null,"url":null,"abstract":"Human Action Recognition (HAR) is a challenging task, the aim of HAR is to detect the person performing the action in an unknown video sequence, to determine the duration of the action and to identify the type of action. In sports, the main idea of HAR is to monitor the performance of players, i.e. to detect players, track their movements, identify the actions performed, compare various actions, compare the performance of different types and skills, or perform automatic statistical analysis, an overview of HAR research focuses on various approaches performed on publicly available datasets, including actions for everyday activities. This paper raises the idea of whether pet action recognition can be linked to HAR. When pet action can be recognised, the corresponding data can be used to target recommendations for the health and diet of the pet. pet and human movement recognition are closely related and this paper highlights and summarises HAR as a contribution to future research.","PeriodicalId":345445,"journal":{"name":"2022 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT)","volume":"55 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"A Survey of pet Action Recognition with action Recommendation based on HAR\",\"authors\":\"Shunke Zhou\",\"doi\":\"10.1109/wi-iat55865.2022.00125\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Human Action Recognition (HAR) is a challenging task, the aim of HAR is to detect the person performing the action in an unknown video sequence, to determine the duration of the action and to identify the type of action. In sports, the main idea of HAR is to monitor the performance of players, i.e. to detect players, track their movements, identify the actions performed, compare various actions, compare the performance of different types and skills, or perform automatic statistical analysis, an overview of HAR research focuses on various approaches performed on publicly available datasets, including actions for everyday activities. This paper raises the idea of whether pet action recognition can be linked to HAR. When pet action can be recognised, the corresponding data can be used to target recommendations for the health and diet of the pet. pet and human movement recognition are closely related and this paper highlights and summarises HAR as a contribution to future research.\",\"PeriodicalId\":345445,\"journal\":{\"name\":\"2022 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT)\",\"volume\":\"55 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-11-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/wi-iat55865.2022.00125\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/wi-iat55865.2022.00125","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

摘要

人类动作识别(HAR)是一项具有挑战性的任务,HAR的目的是检测在未知视频序列中执行动作的人,确定动作的持续时间和识别动作的类型。在体育运动中,HAR的主要思想是监测球员的表现,即检测球员,跟踪他们的动作,识别所执行的动作,比较各种动作,比较不同类型和技能的表现,或执行自动统计分析,HAR研究的概述侧重于在公开可用的数据集上执行的各种方法,包括日常活动的动作。本文提出了宠物动作识别是否可以与HAR联系起来的想法。当宠物的行为可以被识别出来时,相应的数据可以用来为宠物的健康和饮食提供针对性的建议。宠物和人类运动识别是密切相关的,本文强调并总结了HAR对未来研究的贡献。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Survey of pet Action Recognition with action Recommendation based on HAR
Human Action Recognition (HAR) is a challenging task, the aim of HAR is to detect the person performing the action in an unknown video sequence, to determine the duration of the action and to identify the type of action. In sports, the main idea of HAR is to monitor the performance of players, i.e. to detect players, track their movements, identify the actions performed, compare various actions, compare the performance of different types and skills, or perform automatic statistical analysis, an overview of HAR research focuses on various approaches performed on publicly available datasets, including actions for everyday activities. This paper raises the idea of whether pet action recognition can be linked to HAR. When pet action can be recognised, the corresponding data can be used to target recommendations for the health and diet of the pet. pet and human movement recognition are closely related and this paper highlights and summarises HAR as a contribution to future research.
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