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Paper Abstract and Keywords
Presentation 2023-07-28 15:30
Investigation of the relationship between emotion estimation and human joint points based on a posture estimation model
Tosiki Honma, Kenta Niwa, Yuukou Horita (Univ of Toyama) IMQ2023-6 HIP2023-45
Abstract (in Japanese) (See Japanese page) 
(in English) In order to consider urban happiness indices using area data, it is necessary to collect information on the conditions and needs of the target area through the use of ICT. By estimating people's emotions using a posture estimation model, we believe that it will be possible to quantitatively obtain information such as the degree of happiness and characteristics of a town without relying on questionnaire surveys. In this study, we constructed a model that obtains skeletal information from motion data using a posture estimation model, and then estimates emotions from a person's walking motion. From the extracted joint points, we attempted to classify each emotion by machine learning, and examined how the joint points of a person affect the emotion estimation.
Keyword (in Japanese) (See Japanese page) 
(in English) OpenPose / Emotion estimation / Neural network / / / / /  
Reference Info. IEICE Tech. Rep., vol. 123, no. 140, HIP2023-45, pp. 15-20, July 2023.
Paper # HIP2023-45 
Date of Issue 2023-07-21 (IMQ, HIP) 
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 IMQ2023-6 HIP2023-45

Conference Information
Committee IMQ HIP  
Conference Date 2023-07-28 - 2023-07-28 
Place (in Japanese) (See Japanese page) 
Place (in English) Satellite Campus, Sapporo City University 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Image Media Quality and Human Information Processing 
Paper Information
Registration To HIP 
Conference Code 2023-07-IMQ-HIP 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Investigation of the relationship between emotion estimation and human joint points based on a posture estimation model 
Sub Title (in English)  
Keyword(1) OpenPose  
Keyword(2) Emotion estimation  
Keyword(3) Neural network  
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1st Author's Name Tosiki Honma  
1st Author's Affiliation Universityof Toyama (Univ of Toyama)
2nd Author's Name Kenta Niwa  
2nd Author's Affiliation Universityof Toyama (Univ of Toyama)
3rd Author's Name Yuukou Horita  
3rd Author's Affiliation Universityof Toyama (Univ of Toyama)
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Speaker Author-2 
Date Time 2023-07-28 15:30:00 
Presentation Time 25 minutes 
Registration for HIP 
Paper # IMQ2023-6, HIP2023-45 
Volume (vol) vol.123 
Number (no) no.139(IMQ), no.140(HIP) 
Page pp.15-20 
#Pages 6 
Date of Issue 2023-07-21 (IMQ, HIP) 

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