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Conference Paper: A user-friendly wearable single-channel EOG-based human-computer interface for cursor control

TitleA user-friendly wearable single-channel EOG-based human-computer interface for cursor control
Authors
Issue Date2015
PublisherIEEE. The Journal's web site is located at http://ieeexplore.ieee.org/xpl/conhome.jsp?punumber=1001963
Citation
The 7th International IEEE/EMBS Conference on Neural Engineering (NER 2015), Montpellier, France, 22-24 April 2015. In Conference Proceedings, 2015, p. 565-568 How to Cite?
AbstractThis paper presents a novel wearable single-channel electrooculography (EOG) based human-computer interface (HCI) with a simple system design and robust performance. In the proposed system, EOG signals for control are generated from double eye blinks, collected by a commercial wearable device (the NeuroSky MindWave headset), and then converted into a sequence of commands that can control cursor navigations and actions. The EOG-based cursor control system was tested on 8 subjects in indoor or outdoor environment, and the average accuracy is 84.42% for indoor uses and 71.50% for outdoor uses. Compared with other existing EOG-based HCI systems, this system is highly user-friendly and does not require any training. Therefore, this system has the potential to provide an easy-to-use and cheap assistive technique for locked-in patients who have lost their main body muscular abilities but with proper eye-condition. © 2015 IEEE.
Persistent Identifierhttp://hdl.handle.net/10722/214827
ISBN

 

DC FieldValueLanguage
dc.contributor.authorANG, AMS-
dc.contributor.authorZhang, Z-
dc.contributor.authorHung, YS-
dc.contributor.authorMak, JNF-
dc.date.accessioned2015-08-21T11:57:46Z-
dc.date.available2015-08-21T11:57:46Z-
dc.date.issued2015-
dc.identifier.citationThe 7th International IEEE/EMBS Conference on Neural Engineering (NER 2015), Montpellier, France, 22-24 April 2015. In Conference Proceedings, 2015, p. 565-568-
dc.identifier.isbn978-1-4673-6389-1-
dc.identifier.urihttp://hdl.handle.net/10722/214827-
dc.description.abstractThis paper presents a novel wearable single-channel electrooculography (EOG) based human-computer interface (HCI) with a simple system design and robust performance. In the proposed system, EOG signals for control are generated from double eye blinks, collected by a commercial wearable device (the NeuroSky MindWave headset), and then converted into a sequence of commands that can control cursor navigations and actions. The EOG-based cursor control system was tested on 8 subjects in indoor or outdoor environment, and the average accuracy is 84.42% for indoor uses and 71.50% for outdoor uses. Compared with other existing EOG-based HCI systems, this system is highly user-friendly and does not require any training. Therefore, this system has the potential to provide an easy-to-use and cheap assistive technique for locked-in patients who have lost their main body muscular abilities but with proper eye-condition. © 2015 IEEE.-
dc.languageeng-
dc.publisherIEEE. The Journal's web site is located at http://ieeexplore.ieee.org/xpl/conhome.jsp?punumber=1001963-
dc.relation.ispartofInternational IEEE/EMBS Conference on Neural Engineering (CNE)-
dc.rightsInternational IEEE/EMBS Conference on Neural Engineering (CNE). Copyright © IEEE.-
dc.rights©2015 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.-
dc.rightsCreative Commons: Attribution 3.0 Hong Kong License-
dc.titleA user-friendly wearable single-channel EOG-based human-computer interface for cursor control-
dc.typeConference_Paper-
dc.identifier.emailZhang, Z: zhangzg@hku.hk-
dc.identifier.emailHung, YS: yshung@hkucc.hku.hk-
dc.identifier.authorityZhang, Z=rp01565-
dc.identifier.authorityHung, YS=rp00220-
dc.description.naturepublished_or_final_version-
dc.identifier.doi10.1109/NER.2015.7146685-
dc.identifier.scopuseid_2-s2.0-84940382055-
dc.identifier.hkuros249754-
dc.identifier.hkuros251664-
dc.identifier.spage565-
dc.identifier.epage568-
dc.publisher.placeUnited States-
dc.customcontrol.immutablesml 150929-

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