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Paper Abstract and Keywords
Presentation 2019-01-29 14:25
[Poster Presentation] 3D Structure Reconstruction based on Viewpoint Extension and Super-Resolution of Multi-view Images and Its Application in Plants
Yixin Sun, Hayato Shimodaira, Shin Kawai, Hajime Nobuhara (Univ. of Tsukuba) ASN2018-99
Abstract (in Japanese) (See Japanese page) 
(in English) In this study, we propose a method based on viewpoint expansion and super-resolution of multi-viewpoint images to estimate the three-dimensional structure inside plants with high accuracy from multi-viewpoint two-dimensional images. The proposed method is the core of the image generation method of Isokane [CVPR 2018].///In addition, by introducing a super-resolution generation method and using latent variables through a hostile generation network, an image other than the existing viewpoint is generated and the accuracy of the three-dimensional model is improved.
Keyword (in Japanese) (See Japanese page) 
(in English) viewpoint expansion / super resolution / GANs / latent variable / / / /  
Reference Info. IEICE Tech. Rep., vol. 118, no. 428, ASN2018-99, pp. 109-113, Jan. 2019.
Paper # ASN2018-99 
Date of Issue 2019-01-21 (ASN) 
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 ASN2018-99

Conference Information
Committee ASN  
Conference Date 2019-01-28 - 2019-01-29 
Place (in Japanese) (See Japanese page) 
Place (in English) Kyuukamura Ibusuki 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Ambient intelligence, Sensor networks, Poster session, etc. 
Paper Information
Registration To ASN 
Conference Code 2019-01-ASN 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) 3D Structure Reconstruction based on Viewpoint Extension and Super-Resolution of Multi-view Images and Its Application in Plants 
Sub Title (in English)  
Keyword(1) viewpoint expansion  
Keyword(2) super resolution  
Keyword(3) GANs  
Keyword(4) latent variable  
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1st Author's Name Yixin Sun  
1st Author's Affiliation University of Tsukuba (Univ. of Tsukuba)
2nd Author's Name Hayato Shimodaira  
2nd Author's Affiliation University of Tsukuba (Univ. of Tsukuba)
3rd Author's Name Shin Kawai  
3rd Author's Affiliation University of Tsukuba (Univ. of Tsukuba)
4th Author's Name Hajime Nobuhara  
4th Author's Affiliation University of Tsukuba (Univ. of Tsukuba)
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Speaker Author-1 
Date Time 2019-01-29 14:25:00 
Presentation Time 60 minutes 
Registration for ASN 
Paper # ASN2018-99 
Volume (vol) vol.118 
Number (no) no.428 
Page pp.109-113 
#Pages 5 
Date of Issue 2019-01-21 (ASN) 

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