A Survey of Human Action Analysis in HRI Applications | |
Ji, Yanli1; Yang, Yang1; Shen, Fumin1; Shen, Heng Tao1; Li, Xuelong2 | |
作者部门 | 光谱成像技术研究室 |
2020-07 | |
发表期刊 | IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY |
ISSN | 1051-8215;1558-2205 |
卷号 | 30期号:7页码:2114-2128 |
产权排序 | 2 |
摘要 | The human action is an important information source for human social interaction, and it simultaneously plays a crucial role in human-robot interaction (HRI). For a natural and fluent interaction, robots are required to understand human actions and have the capacity to predict action intentions and to imitate human actions for an appropriate response. Currently, existing survey papers for the action recognition mainly summarize algorithms that perform action recognition in experimental scenarios, and survey papers of the HRI mainly introduced various interaction interfaces in the HRI. Different from these surveys, we focus on the human action analysis on robot platforms for the HRI application, including the body motion and gestures. We review the existing HRI related references involving the action recognition, prediction, and the robot imitation of the human action. Moreover, we give a summary of robot platforms and action datasets that are frequently used in the study of HRI. Finally, we give an analysis on the development trend and future research directions of action analysis for the HRI applications. |
关键词 | Human-robot interaction action recognition action prediction action imitation datasets robots |
DOI | 10.1109/TCSVT.2019.2912988 |
收录类别 | SCI ; EI |
语种 | 英语 |
WOS记录号 | WOS:000545456800027 |
出版者 | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC |
EI入藏号 | 20202908946279 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.opt.ac.cn/handle/181661/93573 |
专题 | 光谱成像技术研究室 |
通讯作者 | Shen, Heng Tao |
作者单位 | 1.Univ Elect Sci & Technol China, Sch Comp Sci Engn, Ctr Future Media, Chengdu 611731, Peoples R China 2.Chinese Acad Sci, Xian Inst Opt & Precis Mech, State Key Lab Transient Opt & Photon, Ctr OPT IMagery Anal & Learning, Xian 710119, Peoples R China |
推荐引用方式 GB/T 7714 | Ji, Yanli,Yang, Yang,Shen, Fumin,et al. A Survey of Human Action Analysis in HRI Applications[J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY,2020,30(7):2114-2128. |
APA | Ji, Yanli,Yang, Yang,Shen, Fumin,Shen, Heng Tao,&Li, Xuelong.(2020).A Survey of Human Action Analysis in HRI Applications.IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY,30(7),2114-2128. |
MLA | Ji, Yanli,et al."A Survey of Human Action Analysis in HRI Applications".IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY 30.7(2020):2114-2128. |
条目包含的文件 | ||||||
文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
A Survey of Human Ac(2113KB) | 期刊论文 | 出版稿 | 限制开放 | CC BY-NC-SA | 请求全文 |
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