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Paper Abstract and Keywords
Presentation 2024-09-05 10:50
A Study of 3D Hand Pose Estimation from Videos Robust Against Environmental Changes
Tomoki Wada, Koichi Ito, Takafumi Aoki (Tohoku Univ.) LOIS2024-22 IE2024-28 EMM2024-78
Abstract (in Japanese) (See Japanese page) 
(in English) It is necessary to accurately acquire the hand motion of experts to support learning techniques for playing musical instruments, making handcrafts, and so on. When estimating hand pose from videos, it is crucial to be robust against environmental changes such as occlusion and illumination changes. In this paper, we propose a real-time 3D hand pose estimation method robust against environmental changes. We demonstrate the effectiveness of the proposed method through performance experiments using a public dataset.
Keyword (in Japanese) (See Japanese page) 
(in English) 3D hand pose estimation / deep learning / robustness / real time / / / /  
Reference Info. IEICE Tech. Rep., vol. 124, no. 176, IE2024-28, pp. 58-63, Sept. 2024.
Paper # IE2024-28 
Date of Issue 2024-08-28 (LOIS, IE, EMM) 
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 LOIS2024-22 IE2024-28 EMM2024-78

Conference Information
Committee EMM ITE-ME IE LOIS IEE-CMN IPSJ-AVM  
Conference Date 2024-09-04 - 2024-09-05 
Place (in Japanese) (See Japanese page) 
Place (in English) Hiroshima Institute of Technology 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To IE 
Conference Code 2024-09-EMM-ME-IE-LOIS-CMN-AVM 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A Study of 3D Hand Pose Estimation from Videos Robust Against Environmental Changes 
Sub Title (in English)  
Keyword(1) 3D hand pose estimation  
Keyword(2) deep learning  
Keyword(3) robustness  
Keyword(4) real time  
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1st Author's Name Tomoki Wada  
1st Author's Affiliation Tohoku University (Tohoku Univ.)
2nd Author's Name Koichi Ito  
2nd Author's Affiliation Tohoku University (Tohoku Univ.)
3rd Author's Name Takafumi Aoki  
3rd Author's Affiliation Tohoku University (Tohoku Univ.)
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Speaker Author-1 
Date Time 2024-09-05 10:50:00 
Presentation Time 20 minutes 
Registration for IE 
Paper # LOIS2024-22, IE2024-28, EMM2024-78 
Volume (vol) vol.124 
Number (no) no.175(LOIS), no.176(IE), no.177(EMM) 
Page pp.58-63 
#Pages 6 
Date of Issue 2024-08-28 (LOIS, IE, EMM) 

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