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Multimodal Human Hand Motion Sensing and Analysis-A Review

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成果类型:
期刊论文
作者:
Xue, Yaxu;Ju, Zhaojie*;Xiang, Kui;Chen, Jing;Liu, Honghai
通讯作者:
Ju, Zhaojie
作者机构:
[Xue, Yaxu; Xiang, Kui; Chen, Jing] Wuhan Univ Technol, Sch Automat, Wuhan 430070, Hubei, Peoples R China.
[Xue, Yaxu] Pingdingshan Univ, Sch Elect & Mech Engn, Pingdingshan 467000, Peoples R China.
[Ju, Zhaojie; Liu, Honghai] Univ Portsmouth, Sch Comp, Portsmouth PO1 3HE, Hants, England.
通讯机构:
[Ju, Zhaojie] U
Univ Portsmouth, Sch Comp, Portsmouth PO1 3HE, Hants, England.
语种:
英文
关键词:
Hand motion analysis;human hand manipulation;multimodal sensing;tactile sensors;vision-based sensors
期刊:
IEEE Transactions on Cognitive and Developmental Systems
ISSN:
2379-8920
年:
2019
卷:
11
期:
2
页码:
162-175
基金类别:
Manuscript received October 25, 2017; revised December 6, 2017; accepted December 28, 2017. Date of publication January 31, 2018; date of current version June 10, 2019. This work was supported in part by the Natural Science Foundation of China under Grant 51575412, Grant 51575338, and Grant 51575407, in part by the Fundamental Research Funds for the Central Universities under Grant 2016-JL-011, in part by the State Key Lab of Digital Manufacturing Equipment and Technology of China under Grant DMETKF2017003, and in part by the EU Seventh Framework Programme (FP7)-ICT under Grant 611391. (Corresponding author: Zhaojie Ju.) Y. Xue is with the School of Automation, Wuhan University of Technology, Wuhan 430070, China, and also with the School of Electrical and Mechanical Engineering, Pingdingshan University, Pingdingshan 467000, China (e-mail: yaxu.xue@whut.edu.cn).
机构署名:
本校为第一机构
院系归属:
自动化学院
摘要:
Human hand motion (HHM) analysis is an essential research topic in recent applications, especially for dexterous robot hand manipulation learning from human hand skills. It provides important information about the gestures, tactile, speed, and contact force, captured via multiple sensing technologies. This paper introduces a comprehensive survey of current hand motion sensing technologies and analysis approaches in recent emerging applications. First, the nature of HHMs is discussed in terms of simple motions, such as grasps and gestures, and c...

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