| Paper Abstract and Keywords |
| Presentation |
2017-01-19 15:55
ngle independent lip reading using symmetrical 3D-AAM of facial images Takuya Watanabe (TUT), Kouichi Katsurada (TUS), Yasushi Kanazawa (TUT) PRMU2016-134 MVE2016-25 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
Lip reading is a technique to recognize spoken words from only visual images of a face. There have been proposed various approaches for lip reading, most of them, however, do not achieve enough performance for non-frontal images because of self-occlusion. In this paper, we propose an angle-independent lip-reading system that prevents deterioration of performance caused by self-occlusion using a symmetric facial model with 3D-AAM. We adopt HMM for modeling the variety of mouth shapes and use it for lip reading. The experimental results show that the recognition accuracy using symmetrical 3D-AAM increases by more than 4% compared with normal 3D-AAM when the view angle is 90 degree. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Lip reading / Symmetry model / 3D-AAM / View Independency / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 116, no. 411, PRMU2016-134, pp. 135-140, Jan. 2017. |
| Paper # |
PRMU2016-134 |
| Date of Issue |
2017-01-12 (PRMU, MVE) |
| 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 |
PRMU2016-134 MVE2016-25 |
| Conference Information |
| Committee |
PRMU IPSJ-CVIM MVE |
| Conference Date |
2017-01-19 - 2017-01-20 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
|
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
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| Paper Information |
| Registration To |
PRMU |
| Conference Code |
2017-01-PRMU-CVIM-MVE |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
ngle independent lip reading using symmetrical 3D-AAM of facial images |
| Sub Title (in English) |
|
| Keyword(1) |
Lip reading |
| Keyword(2) |
Symmetry model |
| Keyword(3) |
3D-AAM |
| Keyword(4) |
View Independency |
| Keyword(5) |
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| Keyword(6) |
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| 1st Author's Name |
Takuya Watanabe |
| 1st Author's Affiliation |
Toyohashi University of Technology (TUT) |
| 2nd Author's Name |
Kouichi Katsurada |
| 2nd Author's Affiliation |
Tokyo University of Science (TUS) |
| 3rd Author's Name |
Yasushi Kanazawa |
| 3rd Author's Affiliation |
Toyohashi University of Technology (TUT) |
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| Speaker |
Author-1 |
| Date Time |
2017-01-19 15:55:00 |
| Presentation Time |
25 minutes |
| Registration for |
PRMU |
| Paper # |
PRMU2016-134, MVE2016-25 |
| Volume (vol) |
vol.116 |
| Number (no) |
no.411(PRMU), no.412(MVE) |
| Page |
pp.135-140 |
| #Pages |
6 |
| Date of Issue |
2017-01-12 (PRMU, MVE) |