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Paper Abstract and Keywords
Presentation 2020-12-23 13:30
Estimation of preferences to images by facial expression analysis
Yuta Horaguchi, Yoshiyuki Sato, Satoshi Shioiri (Tohoku Univ.) HIP2020-67
Abstract (in Japanese) (See Japanese page) 
(in English) The purpose of the study is to use human facial expression for estimating high level human judgments by a computer, If we can extract human facial expressions related to each of human judgments, it becomes possible to estimate human judgments by analyzing face movies during decision making. The purpose of this research is to predict preference judgments of images from facial expression while evaluating images using machine learning methods. We performed preference estimation for images from Instagram and found that facial expression provides useful information for estimating human judgments.
Keyword (in Japanese) (See Japanese page) 
(in English) AU(Action Unit) / facial expression analysis / machine learning / / / / /  
Reference Info. IEICE Tech. Rep., vol. 120, no. 306, HIP2020-67, pp. 71-76, Dec. 2020.
Paper # HIP2020-67 
Date of Issue 2020-12-15 (HIP) 
ISSN Online edition: ISSN 2432-6380
Copyright
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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)
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Conference Information
Committee HIP  
Conference Date 2020-12-22 - 2020-12-23 
Place (in Japanese) (See Japanese page) 
Place (in English) Online 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To HIP 
Conference Code 2020-12-HIP 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Estimation of preferences to images by facial expression analysis 
Sub Title (in English)  
Keyword(1) AU(Action Unit)  
Keyword(2) facial expression analysis  
Keyword(3) machine learning  
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1st Author's Name Yuta Horaguchi  
1st Author's Affiliation Tohoku University (Tohoku Univ.)
2nd Author's Name Yoshiyuki Sato  
2nd Author's Affiliation Tohoku University (Tohoku Univ.)
3rd Author's Name Satoshi Shioiri  
3rd Author's Affiliation Tohoku University (Tohoku Univ.)
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Speaker Author-1 
Date Time 2020-12-23 13:30:00 
Presentation Time 30 minutes 
Registration for HIP 
Paper # HIP2020-67 
Volume (vol) vol.120 
Number (no) no.306 
Page pp.71-76 
#Pages
Date of Issue 2020-12-15 (HIP) 


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