Comparative Performance Analysis of a Commercial Wearable EOG Glasses for an Asynchronous Virtual Keyboard

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Comparative Performance Analysis of a Commercial Wearable EOG Glasses for an Asynchronous Virtual Keyboard

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Author(s): Nathaniel Barbara ¹ , Tracey A. Camilleri ¹ , Kenneth P. Camilleri ¹

Publication date (Print): July 2018

Conference name: Proceedings of the 32nd International BCS Human Computer Interaction Conference (HCI)

Conference theme: Human Computer Interaction Conference

Conference date: 4 - 6 July 2018

Keywords: Electrooculography, wearable technology, mobile computing, human-computer interaction, virtual keyboard

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Abstract

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Author and article information

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Nathaniel Barbara

Tracey A. Camilleri

Kenneth P. Camilleri

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Publication date: July 2018

Publication date (Print): July 2018

Pages: 1-11

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[0001]Department of Systems and Control Engineering, Faculty of Engineering, University of Malta, Msida, MSD2080, Malta

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DOI: 10.14236/ewic/HCI2018.6

SO-VID: cf94bce1-2dc8-4fed-87a8-53c14a344cf1

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This work is licensed under a Creative Commons Attribution 4.0 Unported License. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/

Conference name: Proceedings of the 32nd International BCS Human Computer Interaction Conference

Conference acronym: HCI

Conference number: 32

Conference location: Belfast, UK

Conference date: 4 - 6 July 2018

Conference sponsor: Electronic Workshops in Computing (eWiC)

Conference theme: Human Computer Interaction Conference

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1477-9358 BCS Learning & Development

Self URI (article page): https://www.scienceopen.com/hosted-document?doi=10.14236/ewic/HCI2018.6

Self URI (journal page): https://ewic.bcs.org/

REFERENCES

O. V. AcuñaP. AquevequeE. J. Pino 2014 Eye-tracking capabilities of low-cost EOG system 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Chicago 26-30 Aug. 2014 610 613 IEEE, Piscataway, NJ
N. BarbaraT. A. Camilleri 2016 Interfacing with a speller using EOG glasses IEEE International Conference on Systems, Man, and Cybernetics, Budapest 9-12 Oct. 2016 1069 1074 IEEE, Piscataway, NJ
N. BarbaraT. A. CamilleriK. P. Camilleri 2018 EOG-Based Eye Movement Detection and Gaze Estimation for an Asynchronous Virtual Keyboard Biomedical Signal Processing and Control (Under Review)
C. M. Bishop 2006 Pattern Recognition and Machine Learning Springer New York, NY
A. BullingD. RoggenG. Tröster 2008 It’s in Your Eyes: Towards Context-Awareness and Mobile HCI Using Wearable EOG Goggles Proceedings of the 10th international conference on Ubiquitous computing, Seoul 21-24 Sept. 2008 84 93 ACM, New York, NY
A. BullingD. RoggenG. Tröster 2009 Wearable EOG Goggles: Seamless Sensing and Context-awareness in Everyday Environments Journal of Ambient Intelligence and Smart Environments 1 2 157 171
W. HeideE. KoenigP. TrillenbergD. KömpfD. S. Zee 1999 Electrooculography: technical standards and applications Electroencephalography and clinical neurophysiology Supplement, 52 223 240
S. KanohS. Ichi-noheS. ShioyaK. InoueR. Kawashima 2015 Development of an eyewear to measure eye and body movements 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Milan 25-29 Aug. 2015 2267 2270 IEEE, Piscataway, NJ
D. S. NathanA. P. VinodK. P. Thomas 2012 An electrooculogram based assistive communication system with improved speed and accuracy using multi-directional eye movements 35th International Conference on Telecommunications and Signal Processing, Prague 3-4 July 2012 554 558 IEEE, Piscataway, NJ
W. TangsuksantC. AekmunkhongpaisalP. CambuaT. CharoenpongT. Chanwimalueang 2012 Directional eye movement detection system for virtual keyboard controller 5th Biomedical Engineering International Conference, Ubon Ratchathani 5-7 Dec. 2012 1 5 IEEE, Piscataway, NJ
A. B. UsakliS. Gurkan 2010 Design of a novel efficient human-computer interface: An electrooculogram based virtual keyboard IEEE Transactions on Instrumentation and Measurement 59 8 2099 2108
A. T. VehkaojaJ. A. VerhoM. M. PuurtinenN. M. NöjdJ. O. LekkalaJ. A. Hyttinen 2005 Wireless Head Cap for EOG and Facial EMG Measurements Proceedings of the 27th Annual International Conference of the Engineering in Medicine and Biology Society, Shanghai 1-4 Sept. 2005 5865 5868 IEEE, Piscataway, NJ
K. YamagishiJ. HoriM. Miyakawa 2006 Development of EOG-Based Communication System Controlled by Eight-Directional Eye Movements International Conference of the IEEE Engineering in Medicine and Biology Society, New York 30 Aug.-3 Sept. 2006 2574 2577 IEEE, Piscataway, NJ

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[1] O. V. AcuñaP. AquevequeE. J. Pino 2014 Eye-tracking capabilities of low-cost EOG system 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Chicago 26-30 Aug. 2014 610 613 IEEE, Piscataway, NJ

[2] N. BarbaraT. A. Camilleri 2016 Interfacing with a speller using EOG glasses IEEE International Conference on Systems, Man, and Cybernetics, Budapest 9-12 Oct. 2016 1069 1074 IEEE, Piscataway, NJ

[3] N. BarbaraT. A. CamilleriK. P. Camilleri 2018 EOG-Based Eye Movement Detection and Gaze Estimation for an Asynchronous Virtual Keyboard Biomedical Signal Processing and Control (Under Review)

[4] C. M. Bishop 2006 Pattern Recognition and Machine Learning Springer New York, NY

[5] A. BullingD. RoggenG. Tröster 2008 It’s in Your Eyes: Towards Context-Awareness and Mobile HCI Using Wearable EOG Goggles Proceedings of the 10th international conference on Ubiquitous computing, Seoul 21-24 Sept. 2008 84 93 ACM, New York, NY

[6] A. BullingD. RoggenG. Tröster 2009 Wearable EOG Goggles: Seamless Sensing and Context-awareness in Everyday Environments Journal of Ambient Intelligence and Smart Environments 1 2 157 171

[7] W. HeideE. KoenigP. TrillenbergD. KömpfD. S. Zee 1999 Electrooculography: technical standards and applications Electroencephalography and clinical neurophysiology Supplement, 52 223 240

[8] S. KanohS. Ichi-noheS. ShioyaK. InoueR. Kawashima 2015 Development of an eyewear to measure eye and body movements 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Milan 25-29 Aug. 2015 2267 2270 IEEE, Piscataway, NJ

[9] D. S. NathanA. P. VinodK. P. Thomas 2012 An electrooculogram based assistive communication system with improved speed and accuracy using multi-directional eye movements 35th International Conference on Telecommunications and Signal Processing, Prague 3-4 July 2012 554 558 IEEE, Piscataway, NJ

[10] W. TangsuksantC. AekmunkhongpaisalP. CambuaT. CharoenpongT. Chanwimalueang 2012 Directional eye movement detection system for virtual keyboard controller 5th Biomedical Engineering International Conference, Ubon Ratchathani 5-7 Dec. 2012 1 5 IEEE, Piscataway, NJ

[11] A. B. UsakliS. Gurkan 2010 Design of a novel efficient human-computer interface: An electrooculogram based virtual keyboard IEEE Transactions on Instrumentation and Measurement 59 8 2099 2108

[12] A. T. VehkaojaJ. A. VerhoM. M. PuurtinenN. M. NöjdJ. O. LekkalaJ. A. Hyttinen 2005 Wireless Head Cap for EOG and Facial EMG Measurements Proceedings of the 27th Annual International Conference of the Engineering in Medicine and Biology Society, Shanghai 1-4 Sept. 2005 5865 5868 IEEE, Piscataway, NJ

[13] K. YamagishiJ. HoriM. Miyakawa 2006 Development of EOG-Based Communication System Controlled by Eight-Directional Eye Movements International Conference of the IEEE Engineering in Medicine and Biology Society, New York 30 Aug.-3 Sept. 2006 2574 2577 IEEE, Piscataway, NJ

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Comparative Performance Analysis of a Commercial Wearable EOG Glasses for an Asynchronous Virtual Keyboard

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