Paper Abstract and Keywords |
Presentation |
2016-07-15 16:20
Fundamental Study on Automatic Recognition of Non-Manual Signals in JSL using HMM Rina Kato, Shinji Sako, Tadashi Kitamura (NITech) WIT2016-23 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
We work on automatic Japanese sign Language (JSL) recognition using hidden Markov models (HMMs). In general, sign language consists of manual signals and non-manual signals. In this study, we focused on non-manual signal and propose a method for recognize major four kind of non-manual signal using HMM. We used a depth sensor Microsoft Kinect v2 to obtain feature parameter of head motion. We conducted a fundamental experiment to show the effectiveness of our method. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
sign language recognition / Non-manual signals / hidden Markov model / Kinect / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 116, no. 139, WIT2016-23, pp. 15-19, July 2016. |
Paper # |
WIT2016-23 |
Date of Issue |
2016-07-08 (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) |
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WIT2016-23 |
Conference Information |
Committee |
WIT |
Conference Date |
2016-07-15 - 2016-07-16 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
University of Yamanashi Organization for Information Management |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Well-being Information Technology, etc. |
Paper Information |
Registration To |
WIT |
Conference Code |
2016-07-WIT |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Fundamental Study on Automatic Recognition of Non-Manual Signals in JSL using HMM |
Sub Title (in English) |
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Keyword(1) |
sign language recognition |
Keyword(2) |
Non-manual signals |
Keyword(3) |
hidden Markov model |
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Kinect |
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1st Author's Name |
Rina Kato |
1st Author's Affiliation |
Nagoya Institute of Technology (NITech) |
2nd Author's Name |
Shinji Sako |
2nd Author's Affiliation |
Nagoya Institute of Technology (NITech) |
3rd Author's Name |
Tadashi Kitamura |
3rd Author's Affiliation |
Nagoya Institute of Technology (NITech) |
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Speaker |
Author-2 |
Date Time |
2016-07-15 16:20:00 |
Presentation Time |
25 minutes |
Registration for |
WIT |
Paper # |
WIT2016-23 |
Volume (vol) |
vol.116 |
Number (no) |
no.139 |
Page |
pp.15-19 |
#Pages |
5 |
Date of Issue |
2016-07-08 (WIT) |
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