Classification of Hand Grasp Using Perimeter Change of the Forearm

被引：0

作者：

Choi, Hwiyong ^{[1
]}

Lee, Sangyoon ^{[1
]}

机构：

[1] Konkuk Univ, Dept Mech Design & Prod Engn, Seoul 143701, South Korea

来源：

2012 9TH INTERNATIONAL CONFERENCE ON UBIQUITOUS ROBOTS AND AMBIENT INTELLIGENCE (URAL) | 2012年

关键词：

Hand grasp classification; perimeter change of the forearm; Bayesian classification; Strain gauge;

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

This paper presents hand grasp classifier using perimeter change of the forearm. Two sensors based on strain gauge were employed. Signal processing was applied to remove some ripples. Four different classes were trained. Real time classifier was used to recognize the trained grasps. Experimental results show that the average accuracy was 81.2%.

引用

页码：548 / 552

页数：5

共 50 条

[41] Mucormycosis of the hand and forearm
Lidor, C
Nunley, JA
NEW ENGLAND JOURNAL OF MEDICINE, 1997, 337 (21): : 1511 - 1511
[42] Melorheostosis in the Hand and Forearm
Tekin, Levent
Akarsu, Selim
Durmus, Oguz
Kiralp, Mehmet Zeki
AMERICAN JOURNAL OF PHYSICAL MEDICINE & REHABILITATION, 2012, 91 (01) : 96 - 96
[43] Injuries to the forearm and hand
Gunn, JA
CANADIAN MEDICAL ASSOCIATION JOURNAL, 1923, 13 : 627 - 633
[44] Combined Use of sEMG and Accelerometer in Hand Motion Classification Considering Forearm Rotation
Peng, Liang
Hou, Zengguang
Chen, Yixiong
Wang, Weiqun
Tong, Lina
Li, Pengfeng
2013 35TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2013, : 4227 - 4230
[45] EMG Pattern Classification to Control a Hand Orthosis for Functional Grasp Assistance after Stroke
Meeker, Cassie
Park, Sangwoo
Bishop, Lauri
Stein, Joel
Ciocarlie, Matei
2017 INTERNATIONAL CONFERENCE ON REHABILITATION ROBOTICS (ICORR), 2017, : 1203 - 1210
[46] Classification of Electroencephalogram Data from Hand Grasp and Release Movements for BCI Controlled Prosthesis
Lange, Gerrit
Low, Cheng Yee
Johar, Khairunnisa
Hanapiah, Fazah Akthar
Kamaruzaman, Fadhlan
3RD INTERNATIONAL CONFERENCE ON SYSTEM-INTEGRATED INTELLIGENCE: NEW CHALLENGES FOR PRODUCT AND PRODUCTION ENGINEERING, 2016, 26 : 374 - 381
[47] Arches of the hand in reach to grasp
Sangole, Archana P.
Levin, Mindy F.
JOURNAL OF BIOMECHANICS, 2008, 41 (04) : 829 - 837
[48] Efficient Predictive Classification Model Using CACP and GRASP
Morita, Hiroyuki
Maheo, Arthur
2013 THIRD WORLD CONGRESS ON INFORMATION AND COMMUNICATION TECHNOLOGIES (WICT), 2013, : 147 - 153
[49] Hierarchical Classification of Grasp Motions using EMG signals
Xu, Wei
Shi, Xu
Sheng, Xinjun
Zhu, Xiangyang
2021 27TH INTERNATIONAL CONFERENCE ON MECHATRONICS AND MACHINE VISION IN PRACTICE (M2VIP), 2021,
[50] Integrating computer vision to prosthetic hand control with sEMG: Preliminary results in grasp classification
Wang, Shuo
Zheng, Jingjing
Huang, Ziwei
Zhang, Xiaoqin
da Fonseca, Vinicius Prado
Zheng, Bin
Jiang, Xianta
FRONTIERS IN ROBOTICS AND AI, 2022, 9

← 1 2 3 4 5 →