Free-view, 3D gaze-guided, assistive robotic system for activities of daily living
File(s)1807.05452v2.pdf (2.53 MB)
Accepted version
Author(s)
Wang, Ming-Yao
Kogkas, Alexandros A
Darzi, Ara
Mylonas, George P
Type
Conference Paper
Abstract
Patients suffering from quadriplegia have limited body motion which prevents them from performing daily activities. We have developed an assistive robotic system with an intuitive free-view gaze interface. The user's point of regard is estimated in 3D space while allowing free head movement and is combined with object recognition and trajectory planning. This framework allows the user to interact with objects using fixations. Two operational modes have been implemented to cater for different eventualities. The automatic mode performs a pre-defined task associated with a gaze-selected object, while the manual mode allows gaze control of the robot's end-effector position on the user's frame of reference. User studies reported effortless operation in automatic mode. A manual pick and place task achieved a success rate of 100% on the users' first attempt.
Editor(s)
Maciejewski, AA
Okamura, A
Bicchi, A
Stachniss, C
Song, DZ
Lee, DH
Chaumette, F
Ding, H
Li, JS
Wen, J
Roberts, J
Masamune, K
Chong, NY
Amato, N
Tsagwarakis, N
Rocco, P
Asfour, T
Chung, WK
Yasuyoshi, Y
Sun, Y
Maciekeski, T
Althoefer, K
AndradeCetto, J
Chung, WK
Demircan, E
Dias, J
Fraisse, P
Gross, R
Harada, H
Hasegawa, Y
Hayashibe, M
Kiguchi, K
Kim, K
Kroeger, T
Li, Y
Ma, S
Mochiyama, H
Monje, CA
Rekleitis, I
Roberts, R
Stulp, F
Tsai, CHD
Zollo, L
Date Issued
2019-01-07
Date Acceptance
2018-10-01
Citation
2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2019, pp.2355-2361
ISSN
2153-0858
Publisher
IEEE
Start Page
2355
End Page
2361
Journal / Book Title
2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
Copyright Statement
© 2018 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
Sponsor
National Institute of Health Research
National Institute for Health Research
Identifier
http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000458872702049&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=1ba7043ffcc86c417c072aa74d649202
Grant Number
NF SI 061710038
Source
25th IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
Subjects
Science & Technology
Technology
Computer Science, Artificial Intelligence
Computer Science, Information Systems
Robotics
Computer Science
Publication Status
Published
Start Date
2018-10-01
Finish Date
2018-10-05
Coverage Spatial
Madrid, Spain
Date Publish Online
2019-01-07