Paper Abstract and Keywords |
Presentation |
2021-01-21 13:10
A Study of Learning Data Generation for a Sound-based Life Activity Estimation System Using Video Images Kentaro Matsuda, Ken Tsutsuguchi, Manabu Okamoto (Sojo Univ) ICM2020-36 LOIS2020-24 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
The number of HIKIKOMORI has been increasing year by year, and the number of households that cannot make ends meet has been increasing, which has become a problem. This paper proposes a system to watch over such households. The system assumes the state of a HIKIKOMORI from the definition of a it, and uses a neural network to determine the state of life from sound information. Since sound data is difficult to label, we use LSTM to investigate whether it is possible to identify data using video data. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
life log / life activity / neural network / video image analysis / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 120, no. 324, LOIS2020-24, pp. 10-14, Jan. 2021. |
Paper # |
LOIS2020-24 |
Date of Issue |
2021-01-14 (ICM, LOIS) |
ISSN |
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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ICM2020-36 LOIS2020-24 |
Conference Information |
Committee |
ICM LOIS |
Conference Date |
2021-01-21 - 2021-01-22 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Online |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Practical Use of Lifelog, Office Information System, Business Management, etc. |
Paper Information |
Registration To |
LOIS |
Conference Code |
2021-01-ICM-LOIS |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
A Study of Learning Data Generation for a Sound-based Life Activity Estimation System Using Video Images |
Sub Title (in English) |
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life log |
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life activity |
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neural network |
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video image analysis |
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1st Author's Name |
Kentaro Matsuda |
1st Author's Affiliation |
Sojo University (Sojo Univ) |
2nd Author's Name |
Ken Tsutsuguchi |
2nd Author's Affiliation |
Sojo University (Sojo Univ) |
3rd Author's Name |
Manabu Okamoto |
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Sojo University (Sojo Univ) |
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Speaker |
Author-1 |
Date Time |
2021-01-21 13:10:00 |
Presentation Time |
20 minutes |
Registration for |
LOIS |
Paper # |
ICM2020-36, LOIS2020-24 |
Volume (vol) |
vol.120 |
Number (no) |
no.323(ICM), no.324(LOIS) |
Page |
pp.10-14 |
#Pages |
5 |
Date of Issue |
2021-01-14 (ICM, LOIS) |
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