Paper Abstract and Keywords |
Presentation |
2014-10-10 14:30
Toward Eye Movement Recognition in the Large using Electrooculography Shoya Ishimaru, Kai Kunze, Koichi Kise (Osaka Prefecture Univ.) PRMU2014-62 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In this report we discuss how to detect eye movement and blinks robustly using consumer smart glasses called JINS MEME for the use in cognitive activity recognition. We are able to distinguish of 4 activities (reading, typing, eating and talking) for 2 users using the sensor data (EOG and acceleration) from the glasses with an accuracy of 70% for 6 seconds windows and up to 100% for a 1 minute majority decision. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
wearable computing / activity recognition / blink detection / electrooculography (EOG) / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 114, no. 230, PRMU2014-62, pp. 45-48, Oct. 2014. |
Paper # |
PRMU2014-62 |
Date of Issue |
2014-10-02 (PRMU) |
ISSN |
Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 |
Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
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PRMU2014-62 |
Conference Information |
Committee |
PRMU |
Conference Date |
2014-10-09 - 2014-10-10 |
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(See Japanese page) |
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Paper Information |
Registration To |
PRMU |
Conference Code |
2014-10-PRMU |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Toward Eye Movement Recognition in the Large using Electrooculography |
Sub Title (in English) |
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Keyword(1) |
wearable computing |
Keyword(2) |
activity recognition |
Keyword(3) |
blink detection |
Keyword(4) |
electrooculography (EOG) |
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1st Author's Name |
Shoya Ishimaru |
1st Author's Affiliation |
Osaka Prefecture University (Osaka Prefecture Univ.) |
2nd Author's Name |
Kai Kunze |
2nd Author's Affiliation |
Osaka Prefecture University (Osaka Prefecture Univ.) |
3rd Author's Name |
Koichi Kise |
3rd Author's Affiliation |
Osaka Prefecture University (Osaka Prefecture Univ.) |
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Speaker |
Author-1 |
Date Time |
2014-10-10 14:30:00 |
Presentation Time |
30 minutes |
Registration for |
PRMU |
Paper # |
PRMU2014-62 |
Volume (vol) |
vol.114 |
Number (no) |
no.230 |
Page |
pp.45-48 |
#Pages |
4 |
Date of Issue |
2014-10-02 (PRMU) |