Paper Abstract and Keywords |
Presentation |
2021-06-01 16:25
Mobile MoCap System towards Sign Language Recognition
-- Improvement of 3D Pose Estimation using OpenPose -- Teppei Miura, Shinji Sako (NIT) WIT2021-11 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Sign language is a interactive visual language used by deaf people. However, most hearing people do not learn the sign language. They usually communicate through writing or interpreters. The portable sign language recognition and translation system is necessary for interactive and direct communication in daily use. We have been developing a mobile motion capture system that acquire signer’s body motion toward applying to sign language recognition and translation. The system deteriorates the accuracy of 2D / 3D pose estimation in real environment because of lacking the training dataset. To estimate the pose in higher accuracy, we propose a technique using OpenPose that is high-quality 2D pose estimation tool. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Mobile MoCap system / 3D Pose estimation / OpenPose / Sign language recognition / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 121, no. 52, WIT2021-11, pp. 54-58, June 2021. |
Paper # |
WIT2021-11 |
Date of Issue |
2021-05-25 (WIT) |
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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WIT2021-11 |
Conference Information |
Committee |
WIT |
Conference Date |
2021-06-01 - 2021-06-01 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Online |
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(See Japanese page) |
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Paper Information |
Registration To |
WIT |
Conference Code |
2021-06-WIT |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Mobile MoCap System towards Sign Language Recognition |
Sub Title (in English) |
Improvement of 3D Pose Estimation using OpenPose |
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Mobile MoCap system |
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3D Pose estimation |
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OpenPose |
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Sign language recognition |
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1st Author's Name |
Teppei Miura |
1st Author's Affiliation |
Nagoya Institute of Technology (NIT) |
2nd Author's Name |
Shinji Sako |
2nd Author's Affiliation |
Nagoya Institute of Technology (NIT) |
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Speaker |
Author-1 |
Date Time |
2021-06-01 16:25:00 |
Presentation Time |
25 minutes |
Registration for |
WIT |
Paper # |
WIT2021-11 |
Volume (vol) |
vol.121 |
Number (no) |
no.52 |
Page |
pp.54-58 |
#Pages |
5 |
Date of Issue |
2021-05-25 (WIT) |