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Paper Abstract and Keywords
Presentation 2020-11-28 16:05
Recognition of moving objects taken by a wearable camera
Tsukasa Kudo (SIST) SWIM2020-12
Abstract (in Japanese) (See Japanese page) 
(in English) For videos and images, the accuracy of image recognition has been improved by utilizing deep learning, and application fields such as abnormality detection and situation monitoring are rapidly expanding. In some of these application fields, it is necessary to extract the target area by object detection before image recognition. However, it has been shown that there was a problem when both the camera and the target were moving. In this study, we show a way to automatically extract the area of moving target from a video continuously shot by a wearable camera. And, it is shown that the deterioration of accuracy can be suppressed even when the background changes.
Keyword (in Japanese) (See Japanese page) 
(in English) object detection / image recognition / deep learning / wearable camera / video / optical flow / /  
Reference Info. IEICE Tech. Rep., vol. 120, no. 266, SWIM2020-12, pp. 40-45, Nov. 2020.
Paper # SWIM2020-12 
Date of Issue 2020-11-21 (SWIM) 
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 SWIM2020-12

Conference Information
Committee SWIM  
Conference Date 2020-11-28 - 2020-11-28 
Place (in Japanese) (See Japanese page) 
Place (in English) Online 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To SWIM 
Conference Code 2020-11-SWIM 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Recognition of moving objects taken by a wearable camera 
Sub Title (in English)  
Keyword(1) object detection  
Keyword(2) image recognition  
Keyword(3) deep learning  
Keyword(4) wearable camera  
Keyword(5) video  
Keyword(6) optical flow  
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1st Author's Name Tsukasa Kudo  
1st Author's Affiliation Shizuoka Institute of Science and Technology (SIST)
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Speaker Author-1 
Date Time 2020-11-28 16:05:00 
Presentation Time 25 minutes 
Registration for SWIM 
Paper # SWIM2020-12 
Volume (vol) vol.120 
Number (no) no.266 
Page pp.40-45 
#Pages 6 
Date of Issue 2020-11-21 (SWIM) 

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