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Paper Abstract and Keywords
Presentation 2021-03-05 11:50
Proposal of an Image-Based Virtual Try-on System with a Garment Extraction
Takumi Ikenaga, Shudai Ishikawa (NIT, Oita College) SIS2020-59
Abstract (in Japanese) (See Japanese page) 
(in English) In recent years, the study of virtual fitting has a lot of attention. In recent studies, an image-based virtual try-on system that transitions features of a clothing model to a human's clothing area had proposed. However, there are some issues such as 1) it is necessary to prepare the clothing model in advance, 2) it is difficult to cope with the changes in any posture. In this paper, we propose a virtual try-on system without requiring a clothing model preparation. In the proposed system, a clothing model is created automatically from human images by the clothing extraction process. In this paper, we compare the result of the prepared clothing model in advance and the automatically created clothing model, show the effectiveness of the proposed system. In addition, we try to improve the virtual try-on system to adapt to any posture and discuss the result.
Keyword (in Japanese) (See Japanese page) 
(in English) Virtual Try-On / Garment Extraction / Clothing model / Human Segmentation / / / /  
Reference Info. IEICE Tech. Rep., vol. 120, no. 415, SIS2020-59, pp. 132-137, March 2021.
Paper # SIS2020-59 
Date of Issue 2021-02-25 (SIS) 
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 SIS2020-59

Conference Information
Committee SIS  
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) Soft Computing, etc. 
Paper Information
Registration To SIS 
Conference Code 2021-03-SIS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Proposal of an Image-Based Virtual Try-on System with a Garment Extraction 
Sub Title (in English)  
Keyword(1) Virtual Try-On  
Keyword(2) Garment Extraction  
Keyword(3) Clothing model  
Keyword(4) Human Segmentation  
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Keyword(6)  
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1st Author's Name Takumi Ikenaga  
1st Author's Affiliation National Institute of Technology, Oita College (NIT, Oita College)
2nd Author's Name Shudai Ishikawa  
2nd Author's Affiliation National Institute of Technology, Oita College (NIT, Oita College)
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Speaker Author-1 
Date Time 2021-03-05 11:50:00 
Presentation Time 20 minutes 
Registration for SIS 
Paper # SIS2020-59 
Volume (vol) vol.120 
Number (no) no.415 
Page pp.132-137 
#Pages 6 
Date of Issue 2021-02-25 (SIS) 

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