Paper Abstract and Keywords |
Presentation |
2013-03-12 11:35
Sign Language Recognition Using Kinect and Particle Filter Yoshihiro Furuya, Daisuke Imamura, Yasuo Horiuchi, Kazuhiko Kawamoto, Takahiro Shinozaki, Shingo Kuroiwa (Chiba Univ.) IMQ2012-79 IE2012-183 MVE2012-140 WIT2012-89 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In this paper, we will discuss a sign language recognition method using a Particle Filter and Kinect. We have previously proposed an arm detection method based on a particle filter algorithm using depth and skin color information. We have implemented the method using Kinect and demonstrated that it gave good recognition accuracy. However, the method has a constraint that the users have to roll up their sleeves since it requires the color of arms. In this study, we propose an improved algorithm that removes the constraint. Experimental results show that the new algorithm gives comparable performance as the previous one without using the arm color. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Sign Language Recognition / Particle Filter / Hidden Markov Model / Kinect / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 112, no. 475, WIT2012-89, pp. 251-256, March 2013. |
Paper # |
WIT2012-89 |
Date of Issue |
2013-03-04 (IMQ, IE, MVE, 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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IMQ2012-79 IE2012-183 MVE2012-140 WIT2012-89 |
Conference Information |
Committee |
MVE IE WIT IMQ CQ |
Conference Date |
2013-03-11 - 2013-03-12 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Fukuoka Institute of Technology |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Quality of media communication, welfare, and general topics |
Paper Information |
Registration To |
WIT |
Conference Code |
2013-03-MVE-IE-WIT-IMQ-CQ |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Sign Language Recognition Using Kinect and Particle Filter |
Sub Title (in English) |
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Keyword(1) |
Sign Language Recognition |
Keyword(2) |
Particle Filter |
Keyword(3) |
Hidden Markov Model |
Keyword(4) |
Kinect |
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1st Author's Name |
Yoshihiro Furuya |
1st Author's Affiliation |
Chiba University (Chiba Univ.) |
2nd Author's Name |
Daisuke Imamura |
2nd Author's Affiliation |
Chiba University (Chiba Univ.) |
3rd Author's Name |
Yasuo Horiuchi |
3rd Author's Affiliation |
Chiba University (Chiba Univ.) |
4th Author's Name |
Kazuhiko Kawamoto |
4th Author's Affiliation |
Chiba University (Chiba Univ.) |
5th Author's Name |
Takahiro Shinozaki |
5th Author's Affiliation |
Chiba University (Chiba Univ.) |
6th Author's Name |
Shingo Kuroiwa |
6th Author's Affiliation |
Chiba University (Chiba Univ.) |
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Speaker |
Author-1 |
Date Time |
2013-03-12 11:35:00 |
Presentation Time |
25 minutes |
Registration for |
WIT |
Paper # |
IMQ2012-79, IE2012-183, MVE2012-140, WIT2012-89 |
Volume (vol) |
vol.112 |
Number (no) |
no.472(IMQ), no.473(IE), no.474(MVE), no.475(WIT) |
Page |
pp.251-256 |
#Pages |
6 |
Date of Issue |
2013-03-04 (IMQ, IE, MVE, WIT) |
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