| Paper Abstract and Keywords |
| Presentation |
2021-03-04 09:30
Automatic 3D Mesh Generation by Using Extended Attentive Normalization Yuta Fukatsu, Masaki Aono (TUT) PRMU2020-69 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
In recent years, research on conditional image generation using GANs of the type where conditions are given by class labels or texts has been successful. On the other hand, the generation of conditional 3D models consisting of 3D meshes is still in its infancy. In this research, we focus on global information based on Attentive Normalization to improve 3D mesh generation. Specifically, we propose Conditional Attentive Normalization, which is an extension of Attentive Normalization and can add conditional information. Comparative experiments conditioned by class labels and texts have been carried out by using Caltech-UCSD Birds-200-201. It turns out that our proposed method outperforms the conventional methods. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
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| Reference Info. |
IEICE Tech. Rep., vol. 120, no. 409, PRMU2020-69, pp. 1-6, March 2021. |
| Paper # |
PRMU2020-69 |
| Date of Issue |
2021-02-25 (PRMU) |
| 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) |
| Download PDF |
PRMU2020-69 |
| Conference Information |
| Committee |
PRMU IPSJ-CVIM |
| Conference Date |
2021-03-04 - 2021-03-05 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Online |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Computer Vision and Pattern Recognition for specific environment |
| Paper Information |
| Registration To |
PRMU |
| Conference Code |
2021-03-PRMU-CVIM |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Automatic 3D Mesh Generation by Using Extended Attentive Normalization |
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| 1st Author's Name |
Yuta Fukatsu |
| 1st Author's Affiliation |
Toyohashi University of Technology (TUT) |
| 2nd Author's Name |
Masaki Aono |
| 2nd Author's Affiliation |
Toyohashi University of Technology (TUT) |
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| Speaker |
Author-1 |
| Date Time |
2021-03-04 09:30:00 |
| Presentation Time |
15 minutes |
| Registration for |
PRMU |
| Paper # |
PRMU2020-69 |
| Volume (vol) |
vol.120 |
| Number (no) |
no.409 |
| Page |
pp.1-6 |
| #Pages |
6 |
| Date of Issue |
2021-02-25 (PRMU) |