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Paper Abstract and Keywords
Presentation 2021-03-05 16:10
Cross-view Non-local Neural Networks for Joint Representation Learning between First and Third Person Videos
Zhehao Zhu, Yusuke Sugano, Yoichi Sato (UTokyo) PRMU2020-99
Abstract (in Japanese) (See Japanese page) 
(in English) This paper introduces a cross-view non-local neural network to learn joint representations for understandinghuman activities from videos captured by wearable and fixed cameras. The key element is a non-local model to extract andenhance the global visual feature similarity across the views while reducing dissimilarity. The proposed method achieves astate-of-the-art performance on a cross-view action recognition benchmark dataset.
Keyword (in Japanese) (See Japanese page) 
(in English) Non-local neural networks / Joint representation learning / / / / / /  
Reference Info. IEICE Tech. Rep., vol. 120, no. 409, PRMU2020-99, pp. 170-175, March 2021.
Paper # PRMU2020-99 
Date of Issue 2021-02-25 (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 PRMU2020-99

Conference Information
Committee PRMU IPSJ-CVIM  
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) Computer Vision and Pattern Recognition for specific environment 
Paper Information
Registration To PRMU 
Conference Code 2021-03-PRMU-CVIM 
Language English 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Cross-view Non-local Neural Networks for Joint Representation Learning between First and Third Person Videos 
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Keyword(1) Non-local neural networks  
Keyword(2) Joint representation learning  
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1st Author's Name Zhehao Zhu  
1st Author's Affiliation University of Tokyo (UTokyo)
2nd Author's Name Yusuke Sugano  
2nd Author's Affiliation University of Tokyo (UTokyo)
3rd Author's Name Yoichi Sato  
3rd Author's Affiliation University of Tokyo (UTokyo)
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Speaker Author-1 
Date Time 2021-03-05 16:10:00 
Presentation Time 15 minutes 
Registration for PRMU 
Paper # PRMU2020-99 
Volume (vol) vol.120 
Number (no) no.409 
Page pp.170-175 
#Pages 6 
Date of Issue 2021-02-25 (PRMU) 

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