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Paper Abstract and Keywords
Presentation 2022-09-14 15:45
Human Pose Transfer with Reduced Color Transfer by Occlusion for Person Re-Identification
Masaki Kishibe, Toshikazu Wada (Wakayama Univ.) PRMU2022-15
Abstract (in Japanese) (See Japanese page) 
(in English) Human pose transfer is the task that transforms a person image from the source pose to a given target pose, and is useful as a data augmentation method for person re-identification. However, the conventional pose transformer has a problem that the color of occlusion, such as backpacks, in the source image is transferred to the color of the skin or clothes in a generated image. In this work, we propose a method to suppress the color transfer caused by occlusion in the source image through inpainting. From the evaluation of the perceptual similarity between the generated images and the real images, we confirmed that the proposed method can suppress the color transfer and improve the quality of the generated images.
Keyword (in Japanese) (See Japanese page) 
(in English) Pose Transfer / Person Re-Identification / Data Augmentation / Image Inpainting / / / /  
Reference Info. IEICE Tech. Rep., vol. 122, no. 181, PRMU2022-15, pp. 31-36, Sept. 2022.
Paper # PRMU2022-15 
Date of Issue 2022-09-07 (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 PRMU2022-15

Conference Information
Committee PRMU  
Conference Date 2022-09-14 - 2022-09-15 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
Topics (in English) Deep generative model 
Paper Information
Registration To PRMU 
Conference Code 2022-09-PRMU 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Human Pose Transfer with Reduced Color Transfer by Occlusion for Person Re-Identification 
Sub Title (in English)  
Keyword(1) Pose Transfer  
Keyword(2) Person Re-Identification  
Keyword(3) Data Augmentation  
Keyword(4) Image Inpainting  
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1st Author's Name Masaki Kishibe  
1st Author's Affiliation Wakayama University (Wakayama Univ.)
2nd Author's Name Toshikazu Wada  
2nd Author's Affiliation Wakayama University (Wakayama Univ.)
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Speaker Author-1 
Date Time 2022-09-14 15:45:00 
Presentation Time 15 minutes 
Registration for PRMU 
Paper # PRMU2022-15 
Volume (vol) vol.122 
Number (no) no.181 
Page pp.31-36 
#Pages 6 
Date of Issue 2022-09-07 (PRMU) 

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