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Paper Abstract and Keywords
Presentation 2025-12-11 13:00
A Fundamental Study on Depth Estimation from Light Field Videos
Kosuke Kukizono, Takahiro Kinoshita, Mashiho Mukaida, Satoshi Ono (Kagoshima Univ.) SIS2025-43
Abstract (in Japanese) (See Japanese page) 
(in English) Light Field (LF) images, which contain multi-view information, are beneficial for achieving highly accurate depth estimation. Conversely, the inherent design flexibility of Deep Neural Network (DNN)-based depth estimation methods complicates the selection of an appropriate architecture. To address this issue, this study proposes a neural architecture search-based method for depth estimation DNN specifically suited for LF videos.
Keyword (in Japanese) (See Japanese page) 
(in English) Neural Architecture Search / Light field / Depth estimation / / / / /  
Reference Info. IEICE Tech. Rep., vol. 125, no. 282, SIS2025-43, pp. 1-6, Dec. 2025.
Paper # SIS2025-43 
Date of Issue 2025-12-04 (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 SIS2025-43

Conference Information
Committee SIS  
Conference Date 2025-12-11 - 2025-12-12 
Place (in Japanese) (See Japanese page) 
Place (in English) Meijyo Univ. 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Smart Personal Sysytems, etc. 
Paper Information
Registration To SIS 
Conference Code 2025-12-SIS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A Fundamental Study on Depth Estimation from Light Field Videos 
Sub Title (in English)  
Keyword(1) Neural Architecture Search  
Keyword(2) Light field  
Keyword(3) Depth estimation  
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1st Author's Name Kosuke Kukizono  
1st Author's Affiliation Kagoshima University (Kagoshima Univ.)
2nd Author's Name Takahiro Kinoshita  
2nd Author's Affiliation Kagoshima University (Kagoshima Univ.)
3rd Author's Name Mashiho Mukaida  
3rd Author's Affiliation Kagoshima University (Kagoshima Univ.)
4th Author's Name Satoshi Ono  
4th Author's Affiliation Kagoshima University (Kagoshima Univ.)
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Speaker Author-1 
Date Time 2025-12-11 13:00:00 
Presentation Time 20 minutes 
Registration for SIS 
Paper # SIS2025-43 
Volume (vol) vol.125 
Number (no) no.282 
Page pp.1-6 
#Pages 6 
Date of Issue 2025-12-04 (SIS) 

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