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author:

Guo, Lin (Guo, Lin.) [1] | Lu, Zongxing (Lu, Zongxing.) [2] (Scholars:卢宗兴) | Yao, Ligang (Yao, Ligang.) [3] (Scholars:姚立纲)

Indexed by:

EI SCIE

Abstract:

Human machine interaction (HMI) is an interactive way of information exchange between human and machine. By collecting the information that can be conveyed by the person to express the intention, and then transforming and processing the information, the machine can work according to the intention of the person. However, the traditional HMI including mouse, keyboard etc. usually requires a fixed operating space, which limits people's actions and cannot directly reflect people's intentions. It requires people to learn systematically how to operate skillfully, which indirectly affects work efficiency. Hand gesture, as one of the important ways for human to convey information and express intuitive intention, has the advantages of high degree of differentiation, strong flexibility and high efficiency of information transmission, which makes hand gesture recognition (HGR) as one of the research hotspots in the field of HMI. In order to enable readers to systematically and quickly understand the research status of HGR and grasp the basic problems and development direction of HGR, this article takes the sensing method used by HGR technology as the entry point, and makes a detailed elaboration and systematic summary by referring to a large number of research achievements in recent years.

Keyword:

Acoustics Data gloves Electrodes Gesture recognition Hand gesture recognition (HGR) human machine interaction (HMI) information acquisition Muscles Sensor phenomena and characterization sensors Sensors

Community:

  • [ 1 ] [Guo, Lin]Fuzhou Univ, Sch Mech Engn & Automat, Fuzhou 350116, Fujian, Peoples R China
  • [ 2 ] [Lu, Zongxing]Fuzhou Univ, Sch Mech Engn & Automat, Fuzhou 350116, Fujian, Peoples R China
  • [ 3 ] [Yao, Ligang]Fuzhou Univ, Sch Mech Engn & Automat, Fuzhou 350116, Fujian, Peoples R China

Reprint 's Address:

  • 卢宗兴 姚立纲

    [Lu, Zongxing]Fuzhou Univ, Sch Mech Engn & Automat, Fuzhou 350116, Fujian, Peoples R China;;[Yao, Ligang]Fuzhou Univ, Sch Mech Engn & Automat, Fuzhou 350116, Fujian, Peoples R China

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Source :

IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS

ISSN: 2168-2291

Year: 2021

Issue: 4

Volume: 51

Page: 300-309

4 . 1 2 4

JCR@2021

3 . 5 0 0

JCR@2023

ESI Discipline: ENGINEERING;

ESI HC Threshold:105

JCR Journal Grade:2

CAS Journal Grade:3

Cited Count:

WoS CC Cited Count: 160

SCOPUS Cited Count: 216

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 2

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