Paper Abstract and Keywords |
Presentation |
2013-05-24 10:15
Personal identification using gait pattern obtained from a load sensor Keima Nasu, Juhyon Kim, Kazuki Nakajima (Univ. of Toyama) MBE2013-4 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Sensor systems that automatically obtain the physiological data in the toilet and bathroom have been developed. If the person who measures the physiological data has cohabiters, the physiological data that obtained by these sensors have to be classified individually. However, it is difficult for user to actively cooperate. Therefore, we measured the center of gravity trajectory and load by a load sensor. We used two features that were the center of gravity trajectory and load changes to personal identification while user is unconscious. We calculated a Euclidean distance between the registration data and the test data. Personal identification was achieved by a nearest neighbor algorithm. Recognition rate is improved from 75.0% to 83.6% using by both a shift of the center of gravity trajectory and an improvement of the evaluation function. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Personal identification / Center of gravity trajectory / Load / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 113, no. 61, MBE2013-4, pp. 15-18, May 2013. |
Paper # |
MBE2013-4 |
Date of Issue |
2013-05-17 (MBE) |
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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MBE2013-4 |
Conference Information |
Committee |
MBE |
Conference Date |
2013-05-24 - 2013-05-24 |
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(See Japanese page) |
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Paper Information |
Registration To |
MBE |
Conference Code |
2013-05-MBE |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Personal identification using gait pattern obtained from a load sensor |
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Personal identification |
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Center of gravity trajectory |
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Load |
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1st Author's Name |
Keima Nasu |
1st Author's Affiliation |
University of Toyama (Univ. of Toyama) |
2nd Author's Name |
Juhyon Kim |
2nd Author's Affiliation |
University of Toyama (Univ. of Toyama) |
3rd Author's Name |
Kazuki Nakajima |
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University of Toyama (Univ. of Toyama) |
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Speaker |
Author-1 |
Date Time |
2013-05-24 10:15:00 |
Presentation Time |
25 minutes |
Registration for |
MBE |
Paper # |
MBE2013-4 |
Volume (vol) |
vol.113 |
Number (no) |
no.61 |
Page |
pp.15-18 |
#Pages |
4 |
Date of Issue |
2013-05-17 (MBE) |
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