Paper Abstract and Keywords |
Presentation |
2015-08-26 11:30
A study on phonemic weight estimation for HMM-based sign language recognition using phonemic structure Shinji Sako, Kaho Sugi, Tadashi Kitamura (NIT) WIT2015-47 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
We work on automatic Japanese sign Language (JSL) recognition using hidden Markov models (HMMs). An important issue for modeling sign is that how to determine the constituent element of sign (i.e., subunit) like "phoneme" in spoken language. We focused on special feature of sign language that JSL is composed of three types of phonological elements which is hand local information, position, and movement. We have proposed an efficiently method of generating subunit using multi-stream HMM which is correspond to phonological elements. In this study, we propose a method to build the decision tree to estimate optimal weight parameter using JSL dictionary. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
sign language recognition / hidden Markov model / phonology / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 115, no. 193, WIT2015-47, pp. 59-64, Aug. 2015. |
Paper # |
WIT2015-47 |
Date of Issue |
2015-08-18 (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 |
WIT2015-47 |
Conference Information |
Committee |
WIT |
Conference Date |
2015-08-25 - 2015-08-26 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Shinshu University Faculty of Engineering |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Well-being Information Technology, etc. |
Paper Information |
Registration To |
WIT |
Conference Code |
2015-08-WIT |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
A study on phonemic weight estimation for HMM-based sign language recognition using phonemic structure |
Sub Title (in English) |
|
Keyword(1) |
sign language recognition |
Keyword(2) |
hidden Markov model |
Keyword(3) |
phonology |
Keyword(4) |
|
Keyword(5) |
|
Keyword(6) |
|
Keyword(7) |
|
Keyword(8) |
|
1st Author's Name |
Shinji Sako |
1st Author's Affiliation |
Nagoya Institute of Technology (NIT) |
2nd Author's Name |
Kaho Sugi |
2nd Author's Affiliation |
Nagoya Institute of Technology (NIT) |
3rd Author's Name |
Tadashi Kitamura |
3rd Author's Affiliation |
Nagoya Institute of Technology (NIT) |
4th Author's Name |
|
4th Author's Affiliation |
() |
5th Author's Name |
|
5th Author's Affiliation |
() |
6th Author's Name |
|
6th Author's Affiliation |
() |
7th Author's Name |
|
7th Author's Affiliation |
() |
8th Author's Name |
|
8th Author's Affiliation |
() |
9th Author's Name |
|
9th Author's Affiliation |
() |
10th Author's Name |
|
10th Author's Affiliation |
() |
11th Author's Name |
|
11th Author's Affiliation |
() |
12th Author's Name |
|
12th Author's Affiliation |
() |
13th Author's Name |
|
13th Author's Affiliation |
() |
14th Author's Name |
|
14th Author's Affiliation |
() |
15th Author's Name |
|
15th Author's Affiliation |
() |
16th Author's Name |
|
16th Author's Affiliation |
() |
17th Author's Name |
|
17th Author's Affiliation |
() |
18th Author's Name |
|
18th Author's Affiliation |
() |
19th Author's Name |
|
19th Author's Affiliation |
() |
20th Author's Name |
|
20th Author's Affiliation |
() |
Speaker |
Author-1 |
Date Time |
2015-08-26 11:30:00 |
Presentation Time |
30 minutes |
Registration for |
WIT |
Paper # |
WIT2015-47 |
Volume (vol) |
vol.115 |
Number (no) |
no.193 |
Page |
pp.59-64 |
#Pages |
6 |
Date of Issue |
2015-08-18 (WIT) |
|