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Paper Abstract and Keywords
Presentation 2026-03-16 10:00
Traffic Volume Prediction Using Semantic Representations from Multi-View Road Images
Shuntaro Masuda (The Univ. of Tokyo), Fumiya Matsuno, Itsuki Hirai (MD), Toshihiko Yamasaki (The Univ. of Tokyo) IMQ2025-25 IE2025-102 MVE2025-32
Abstract (in Japanese) (See Japanese page) 
(in English) This study proposes a traffic volume prediction method based on semantic feature representations derived from multi-view road images, including satellite images and street-view images. Using a Large Multimodal Model, we capture semantic information from images, such as road characteristics and surrounding land use. By integrating these semantic features with existing structured geographic data, we confirm improved prediction performance.
Keyword (in Japanese) (See Japanese page) 
(in English) Multimodal Data / Traffic Volume Estimation / Geo-Semantic Representations / Task-Aware Clustering / / / /  
Reference Info. IEICE Tech. Rep., vol. 125, no. 410, IE2025-102, pp. 33-38, March 2026.
Paper # IE2025-102 
Date of Issue 2026-03-09 (IMQ, IE, MVE) 
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 IMQ2025-25 IE2025-102 MVE2025-32

Conference Information
Committee CQ MVE IMQ IE  
Conference Date 2026-03-16 - 2026-03-18 
Place (in Japanese) (See Japanese page) 
Place (in English) Okinawa-Sangyoushien-Center 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To IE 
Conference Code 2026-03-CQ-MVE-IMQ-IE 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Traffic Volume Prediction Using Semantic Representations from Multi-View Road Images 
Sub Title (in English)  
Keyword(1) Multimodal Data  
Keyword(2) Traffic Volume Estimation  
Keyword(3) Geo-Semantic Representations  
Keyword(4) Task-Aware Clustering  
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1st Author's Name Shuntaro Masuda  
1st Author's Affiliation The University of Tokyo (The Univ. of Tokyo)
2nd Author's Name Fumiya Matsuno  
2nd Author's Affiliation MD Inc. (MD)
3rd Author's Name Itsuki Hirai  
3rd Author's Affiliation MD Inc. (MD)
4th Author's Name Toshihiko Yamasaki  
4th Author's Affiliation The University of Tokyo (The Univ. of Tokyo)
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Speaker Author-1 
Date Time 2026-03-16 10:00:00 
Presentation Time 20 minutes 
Registration for IE 
Paper # IMQ2025-25, IE2025-102, MVE2025-32 
Volume (vol) vol.125 
Number (no) no.408(IMQ), no.410(IE), no.411(MVE) 
Page pp.33-38 
#Pages 6 
Date of Issue 2026-03-09 (IMQ, IE, MVE) 

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