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| Paper Abstract and Keywords | ||
| Presentation | 2023-03-17 13:40 Applicability of Motion Transfer to Generation of Knee Joint Lateral Thrust Video Yusuke Okamura, Dan Mikami (KUTE-TOKYO), Takuya Ibara, Koji Fujita (TMDU)  IMQ2022-76 IE2022-153 MVE2022-106 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | This study uses Motion Transfer technology, which has been gaining attention in recent years, to simulate the gait of a person with "lateral thrust". Lateral thrust is a typical symptom of knee osteoarthritis and is a factor in its deterioration. Early detection is desirable, but it is difficult because the movement of lateral thrust is minute and diagnostic criteria have not been established. This study aims to create opportunities for young physicians and physical therapists (PTs) to be exposed to more cases in order to solve this problem. Specifically, lateral thrust movements are extracted from the patient's video, and these motions are transferred to other people using "Motion Transfer". In the experiment, doctors and PTs evaluated the degree of lateral thrust in both a original and generated, i.e., motion transferred, videos, and compared them. The results showed a high correlation between the patient's evaluation of the original video and the evaluation of the generated video, confirming that the lateral thrust was synthesized appropriately. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Motion Transfer / osteoarthritis of the knee / lateral thrust / Data Augmentation / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 122, no. 440, MVE2022-106, pp. 290-295, March 2023. | |
| Paper # | MVE2022-106 | |
| Date of Issue | 2023-03-08 (IMQ, IE, MVE) | |
| 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) | |
| Download PDF | IMQ2022-76 IE2022-153 MVE2022-106 |
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| Conference Information | |
| Committee | IMQ IE MVE CQ |
| Conference Date | 2023-03-15 - 2023-03-17 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Okinawaken Seinenkaikan (Naha-shi) |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Media of five senses, Multimedia, Media experience, Picture codinge, Image media quality, Network,quality and reliability, etc（AC） |
| Paper Information | |
| Registration To | MVE |
| Conference Code | 2023-03-IMQ-IE-MVE-CQ |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Applicability of Motion Transfer to Generation of Knee Joint Lateral Thrust Video |
| Sub Title (in English) | |
| Keyword(1) | Motion Transfer |
| Keyword(2) | osteoarthritis of the knee |
| Keyword(3) | lateral thrust |
| Keyword(4) | Data Augmentation |
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| 1st Author's Name | Yusuke Okamura |
| 1st Author's Affiliation | Kogakuin University (KUTE-TOKYO) |
| 2nd Author's Name | Dan Mikami |
| 2nd Author's Affiliation | Kogakuin University (KUTE-TOKYO) |
| 3rd Author's Name | Takuya Ibara |
| 3rd Author's Affiliation | Tokyo Medical and Dental University (TMDU) |
| 4th Author's Name | Koji Fujita |
| 4th Author's Affiliation | Tokyo Medical and Dental University (TMDU) |
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| Speaker | Author-1 |
| Date Time | 2023-03-17 13:40:00 |
| Presentation Time | 25 minutes |
| Registration for | MVE |
| Paper # | IMQ2022-76, IE2022-153, MVE2022-106 |
| Volume (vol) | vol.122 |
| Number (no) | no.437(IMQ), no.439(IE), no.440(MVE) |
| Page | pp.290-295 |
| #Pages | 6 |
| Date of Issue | 2023-03-08 (IMQ, IE, MVE) |
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