Paper Abstract and Keywords |
Presentation |
2021-03-02 16:05
StyleGAN-based Emotion Transfer for Facial Motions Shiki Takeuchi, Atsushi Nakazawa (Kyoto Univ.) IMQ2020-26 IE2020-66 MVE2020-58 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
The facial expression, especially its emotion, has a great influence on audiences' impression.
With an increasing number of speaking movies such as on-demand lectures and video sharing sites, transferring emotion for facial motion is an applicated valuable technique.
Emotion transfer can be regarded as a Style Transfer task. It transfers Style: marginal information while preserving Content: semantic information.
We utilized StyleGANcite{karras2019style} architecture to realize emotion transfer. Facial Motion is represented as a set of facial landmarks.
Using facial landmarks' row rank structure, we realize the natural transform of facial motions. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Style Transfer / Emotion Transfer / Facial Expression / Facial Motion / Motion Transfer / / / |
Reference Info. |
IEICE Tech. Rep., vol. 120, no. 391, MVE2020-58, pp. 76-81, March 2021. |
Paper # |
MVE2020-58 |
Date of Issue |
2021-02-22 (IMQ, IE, MVE) |
ISSN |
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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IMQ2020-26 IE2020-66 MVE2020-58 |
Conference Information |
Committee |
MVE IMQ IE CQ |
Conference Date |
2021-03-01 - 2021-03-03 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Online |
Topics (in Japanese) |
(See Japanese page) |
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Paper Information |
Registration To |
MVE |
Conference Code |
2021-03-MVE-IMQ-IE-CQ |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
StyleGAN-based Emotion Transfer for Facial Motions |
Sub Title (in English) |
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Keyword(1) |
Style Transfer |
Keyword(2) |
Emotion Transfer |
Keyword(3) |
Facial Expression |
Keyword(4) |
Facial Motion |
Keyword(5) |
Motion Transfer |
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1st Author's Name |
Shiki Takeuchi |
1st Author's Affiliation |
Kyoto University (Kyoto Univ.) |
2nd Author's Name |
Atsushi Nakazawa |
2nd Author's Affiliation |
Kyoto University (Kyoto Univ.) |
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Speaker |
Author-1 |
Date Time |
2021-03-02 16:05:00 |
Presentation Time |
25 minutes |
Registration for |
MVE |
Paper # |
IMQ2020-26, IE2020-66, MVE2020-58 |
Volume (vol) |
vol.120 |
Number (no) |
no.389(IMQ), no.390(IE), no.391(MVE) |
Page |
pp.76-81 |
#Pages |
6 |
Date of Issue |
2021-02-22 (IMQ, IE, MVE) |
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