Paper Abstract and Keywords |
Presentation |
2015-02-20 09:30
Fall detection system by using range sensors for elderly people Takamasa Iio, Masahiro Shiomi, Norihiro Hagita (ATR) PRMU2014-136 CNR2014-51 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In this work, we developed a fall detection system for elderly people. The system observes the height of elderly people by using 3D range image sensors and if the height keeps low for a given length of time, the system alerts caregivers to a fall accident. To evaluate the system, we collected data that six senior participants act crouching in a mockup room of a nursing home. As a result of the analysis of data, the system showed that the precision was 94.5%, and the recall was 86.7%, and the f-measure was 90.4%. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Fall detection / Elderly people care / 3d range image sensor / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 114, no. 455, CNR2014-51, pp. 107-111, Feb. 2015. |
Paper # |
CNR2014-51 |
Date of Issue |
2015-02-12 (PRMU, CNR) |
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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PRMU2014-136 CNR2014-51 |
Conference Information |
Committee |
PRMU CNR |
Conference Date |
2015-02-19 - 2015-02-20 |
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(See Japanese page) |
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Paper Information |
Registration To |
CNR |
Conference Code |
2015-02-PRMU-CNR |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
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(See Japanese page) |
Title (in English) |
Fall detection system by using range sensors for elderly people |
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Fall detection |
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Elderly people care |
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3d range image sensor |
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1st Author's Name |
Takamasa Iio |
1st Author's Affiliation |
Advanced Telecommunications Research Institute International (ATR) |
2nd Author's Name |
Masahiro Shiomi |
2nd Author's Affiliation |
Advanced Telecommunications Research Institute International (ATR) |
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Norihiro Hagita |
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Advanced Telecommunications Research Institute International (ATR) |
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Speaker |
Author-1 |
Date Time |
2015-02-20 09:30:00 |
Presentation Time |
30 minutes |
Registration for |
CNR |
Paper # |
PRMU2014-136, CNR2014-51 |
Volume (vol) |
vol.114 |
Number (no) |
no.454(PRMU), no.455(CNR) |
Page |
pp.107-111 |
#Pages |
5 |
Date of Issue |
2015-02-12 (PRMU, CNR) |
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