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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 |
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| 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 |
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| 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 |
| Keyword(5) | |
| Keyword(6) | |
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| Keyword(8) | |
| 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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