Paper Abstract and Keywords |
Presentation |
2023-03-03 16:30
A Study on Interior Design Simulation with Multiple CycleGANs Tatsuya Hagi, Nobutaka Kuroki, Masahiro Numa (Kobe Univ.) PRMU2022-118 IBISML2022-125 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
This study proposes an interior simulation method using CycleGAN, an image generation technique. The proposed method uses multiple CycleGANs to learn various interior orientations in advance. Then, the CycleGAN transformer is used to generate images based on the original interior photographs during the interior design simulation. By making the transformation direction multidimensional, it is possible to present various variations of interior designs to the user. In the experiment, various interior styles such as "Japanese style" and "vintage style" were generated while maintaining the original room and furniture shape, confirming the usefulness of the proposed method. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
interior design simulation / CycleGAN / interior / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 122, no. 404, PRMU2022-118, pp. 319-322, March 2023. |
Paper # |
PRMU2022-118 |
Date of Issue |
2023-02-23 (PRMU, IBISML) |
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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PRMU2022-118 IBISML2022-125 |
Conference Information |
Committee |
PRMU IBISML IPSJ-CVIM |
Conference Date |
2023-03-02 - 2023-03-03 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Future University Hakodate |
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(See Japanese page) |
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Paper Information |
Registration To |
PRMU |
Conference Code |
2023-03-PRMU-IBISML-CVIM |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
A Study on Interior Design Simulation with Multiple CycleGANs |
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interior design simulation |
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CycleGAN |
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interior |
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1st Author's Name |
Tatsuya Hagi |
1st Author's Affiliation |
Kobe University (Kobe Univ.) |
2nd Author's Name |
Nobutaka Kuroki |
2nd Author's Affiliation |
Kobe University (Kobe Univ.) |
3rd Author's Name |
Masahiro Numa |
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Kobe University (Kobe Univ.) |
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Speaker |
Author-1 |
Date Time |
2023-03-03 16:30:00 |
Presentation Time |
10 minutes |
Registration for |
PRMU |
Paper # |
PRMU2022-118, IBISML2022-125 |
Volume (vol) |
vol.122 |
Number (no) |
no.404(PRMU), no.405(IBISML) |
Page |
pp.319-322 |
#Pages |
4 |
Date of Issue |
2023-02-23 (PRMU, IBISML) |
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