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| Presentation | 2014-03-08 09:45 Sign Language Word Recognition Using Via-point Information of Arm Movement and Correlation of the Left and Right Arm. Shinpei Igari, Naohiro Fukumura (Toyohashi Univ. of Tech.)  WIT2013-80 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | We have studied Japanese sign Language (JSL) recognition using via-points based on the minimum jerk model. In our previous research, we treated only JSL represented by the movement of the right arm. In this report, in order to recognize JSL represented by the movements of both arms, we investigated an integration method of the matching result of the left arm and right arm. In addition, we classified JSL into three kinds based on a correlation coefficient and difference of the moving distance in the movements of both arms. As a result of recognition experiment, the recognition rate was 98% or more in 80 words from multiple speakers. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Sign Language Recognition / Minimum Jerk Model / Via-Points / Correlation of Both Arms / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 113, no. 481, WIT2013-80, pp. 75-80, March 2014. | |
| Paper # | WIT2013-80 | |
| Date of Issue | 2014-02-28 (WIT) | |
| 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 | WIT2013-80 |
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| Conference Information | |
| Committee | WIT |
| Conference Date | 2014-03-07 - 2014-03-08 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kasuga Campus, Tsukuba University of Technology |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Well-being Information Technology, etc. |
| Paper Information | |
| Registration To | WIT |
| Conference Code | 2014-03-WIT |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Sign Language Word Recognition Using Via-point Information of Arm Movement and Correlation of the Left and Right Arm. |
| Sub Title (in English) | |
| Keyword(1) | Sign Language Recognition |
| Keyword(2) | Minimum Jerk Model |
| Keyword(3) | Via-Points |
| Keyword(4) | Correlation of Both Arms |
| Keyword(5) | |
| Keyword(6) | |
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| Keyword(8) | |
| 1st Author's Name | Shinpei Igari |
| 1st Author's Affiliation | Toyohashi University of Technology (Toyohashi Univ. of Tech.) |
| 2nd Author's Name | Naohiro Fukumura |
| 2nd Author's Affiliation | Toyohashi University of Technology (Toyohashi Univ. of Tech.) |
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| Speaker | Author-1 |
| Date Time | 2014-03-08 09:45:00 |
| Presentation Time | 25 minutes |
| Registration for | WIT |
| Paper # | WIT2013-80 |
| Volume (vol) | vol.113 |
| Number (no) | no.481 |
| Page | pp.75-80 |
| #Pages | 6 |
| Date of Issue | 2014-02-28 (WIT) |
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