Paper Abstract and Keywords |
Presentation |
2021-10-19 09:10
Sign language generation tool using 3D motion data Teppei Miura, Shinji Sako (NIT) SP2021-24 WIT2021-17 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Machine learnings play an important role in sign language recognition. However, sign language datasets are shortage the volume and variety to work well in the wild. To enlarge the datasets, we develop a synthetic sign language data generation tool from 3D motion data. The proposed tool generates realistic images of various body shape with 2D / 3D poses, depth maps, body-part segmentations, optical flows, and surface normals. The large-scale dataset generated by our tool is useful for sign language recognition and analysis. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Sign language data / Synthetic data generation / 3D motion data / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 121, no. 203, WIT2021-17, pp. 1-5, Oct. 2021. |
Paper # |
WIT2021-17 |
Date of Issue |
2021-10-12 (SP, 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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SP2021-24 WIT2021-17 |
Conference Information |
Committee |
SP WIT IPSJ-SLP ASJ-H |
Conference Date |
2021-10-19 - 2021-10-19 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Online |
Topics (in Japanese) |
(See Japanese page) |
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Paper Information |
Registration To |
WIT |
Conference Code |
2021-10-SP-WIT-SLP-H |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
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(See Japanese page) |
Title (in English) |
Sign language generation tool using 3D motion data |
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Sign language data |
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Synthetic data generation |
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3D motion data |
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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 |
2021-10-19 09:10:00 |
Presentation Time |
25 minutes |
Registration for |
WIT |
Paper # |
SP2021-24, WIT2021-17 |
Volume (vol) |
vol.121 |
Number (no) |
no.202(SP), no.203(WIT) |
Page |
pp.1-5 |
#Pages |
5 |
Date of Issue |
2021-10-12 (SP, WIT) |
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