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| Presentation | 2019-03-17 15:15 A Study on ADL Recognition for ADL Navigation using Egocentric Vision Sho Ooi (Rits), Hiroki Kojima, Mutsuo Sano (OIT)  BioX2018-44 PRMU2018-148 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Rehabilitation using activities of daily living (ADL) is a high effect as rehabilitation for patients with acquired brain injury and dementia, and it is important. We have been developing ADL navigation that can support the patients with acquired brain injury and dementia. This navigation manages the ADL behavior history by recognizing the behavior using a sensor and a camera, and presents the next behavior. In this research, we conducted a recognition method of ADL for the morning such as "brushing the tooth," "cleaning the floor," "washing the clothes." Specifically, we estimate ADL using YOLO and sliding window method. As a result, the accuracy of detailed ADL is about 60 percents, the accuracy of rough ADL is over 98 percents. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | ADL Navigation / ADL recognition / Egocentric Vision / Deep Learning / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 118, no. 513, PRMU2018-148, pp. 91-96, March 2019. | |
| Paper # | PRMU2018-148 | |
| Date of Issue | 2019-03-10 (BioX, 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) | |
| Download PDF | BioX2018-44 PRMU2018-148 |
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| Conference Information | |
| Committee | PRMU BioX |
| Conference Date | 2019-03-17 - 2019-03-18 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | PRMU |
| Conference Code | 2019-03-PRMU-BioX |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Study on ADL Recognition for ADL Navigation using Egocentric Vision |
| Sub Title (in English) | |
| Keyword(1) | ADL Navigation |
| Keyword(2) | ADL recognition |
| Keyword(3) | Egocentric Vision |
| Keyword(4) | Deep Learning |
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| 1st Author's Name | Sho Ooi |
| 1st Author's Affiliation | Ritsumeikan University (Rits) |
| 2nd Author's Name | Hiroki Kojima |
| 2nd Author's Affiliation | Osaka Institute of Technology (OIT) |
| 3rd Author's Name | Mutsuo Sano |
| 3rd Author's Affiliation | Osaka Institute of Technology (OIT) |
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| Speaker | Author-1 |
| Date Time | 2019-03-17 15:15:00 |
| Presentation Time | 15 minutes |
| Registration for | PRMU |
| Paper # | BioX2018-44, PRMU2018-148 |
| Volume (vol) | vol.118 |
| Number (no) | no.512(BioX), no.513(PRMU) |
| Page | pp.91-96 |
| #Pages | 6 |
| Date of Issue | 2019-03-10 (BioX, PRMU) |
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