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| Presentation | 2016-03-05 09:55 Real-time Sign Language Recognition by Kinect v2 based on three Elements of Sign Language Mika Hatano, Shinji Sako, Tadashi Kitamura (NITech)  WIT2015-99 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Existing research of sign language recognition deals with only small vocabulary. Sign language has no basic database and unit of recognition yet, compared with spoken language. However, adopting knowledge of linguistics can be useful to model sign language words for efficient large vocabulary recognition. We developed a real-time Japanese sign language recognition system. The system based on an electronic sign language word dictionary which defines each words with three elements of sign language: motion, position, and shape. Our system employs Kinect v2 sensor to obtain features from sign language motion. We apply a contour-based method to hand shape recognition which is the most difficult process to speed up in three elements. Also, our system does not use large amount of learning data. We conduct experiments to recognize Japanese sign language words targeted sign language interpreters. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | sign language recognition / real-time / Kinect / contour-based recognition / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 115, no. 491, WIT2015-99, pp. 59-64, March 2016. | |
| Paper # | WIT2015-99 | |
| Date of Issue | 2016-02-26 (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 | WIT2015-99 |
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| Conference Information | |
| Committee | WIT |
| Conference Date | 2016-03-04 - 2016-03-05 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Tusukuba Univ. of Tech.(Tsukuba) |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Hearing / Visually impaired person support technology, etc. |
| Paper Information | |
| Registration To | WIT |
| Conference Code | 2016-03-WIT |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Real-time Sign Language Recognition by Kinect v2 based on three Elements of Sign Language |
| Sub Title (in English) | |
| Keyword(1) | sign language recognition |
| Keyword(2) | real-time |
| Keyword(3) | Kinect |
| Keyword(4) | contour-based recognition |
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| 1st Author's Name | Mika Hatano |
| 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-1 |
| Date Time | 2016-03-05 09:55:00 |
| Presentation Time | 25 minutes |
| Registration for | WIT |
| Paper # | WIT2015-99 |
| Volume (vol) | vol.115 |
| Number (no) | no.491 |
| Page | pp.59-64 |
| #Pages | 6 |
| Date of Issue | 2016-02-26 (WIT) |
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