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Paper Abstract and Keywords
Presentation 2023-03-03 16:50
Comic Speaker Detection and Estimation using Scene Graph
Yingxuan Li, Kiyoharu Aizawa, Yusuke Matsui (UTokyo) PRMU2022-120 IBISML2022-127
Abstract (in Japanese) (See Japanese page) 
(in English) For the understanding of comics, there is a need to link the comic text to the speaker automatically. Since traditional methods cannot handle complex cases, we design an end-to-end comic speaker detection and estimation model using scene graphs. We create the largest comic speaker annotation dataset. The experiments show that our scene-graph-based method outperforms existing methods with an accuracy of over 75%.
Keyword (in Japanese) (See Japanese page) 
(in English) Comic Speaker Detection / Comic Speaker Estimation / Scene Graph / Object Detection / / / /  
Reference Info. IEICE Tech. Rep., vol. 122, no. 404, PRMU2022-120, pp. 329-334, March 2023.
Paper # PRMU2022-120 
Date of Issue 2023-02-23 (PRMU, IBISML) 
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 PRMU2022-120 IBISML2022-127

Conference Information
Committee PRMU IBISML IPSJ-CVIM  
Conference Date 2023-03-02 - 2023-03-03 
Place (in Japanese) (See Japanese page) 
Place (in English) Future University Hakodate 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To PRMU 
Conference Code 2023-03-PRMU-IBISML-CVIM 
Language English (Japanese title is available) 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Comic Speaker Detection and Estimation using Scene Graph 
Sub Title (in English)  
Keyword(1) Comic Speaker Detection  
Keyword(2) Comic Speaker Estimation  
Keyword(3) Scene Graph  
Keyword(4) Object Detection  
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1st Author's Name Yingxuan Li  
1st Author's Affiliation The University of Tokyo (UTokyo)
2nd Author's Name Kiyoharu Aizawa  
2nd Author's Affiliation The University of Tokyo (UTokyo)
3rd Author's Name Yusuke Matsui  
3rd Author's Affiliation The University of Tokyo (UTokyo)
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Speaker Author-1 
Date Time 2023-03-03 16:50:00 
Presentation Time 10 minutes 
Registration for PRMU 
Paper # PRMU2022-120, IBISML2022-127 
Volume (vol) vol.122 
Number (no) no.404(PRMU), no.405(IBISML) 
Page pp.329-334 
#Pages
Date of Issue 2023-02-23 (PRMU, IBISML) 


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