Paper Abstract and Keywords |
Presentation |
2019-03-14 10:50
Estimation of Video Viewers' Emotion by SRC using Bio-signals and Facial Feature Points Yui Tagami, Mutsumi Suganuma, Wataru Kameyama (Waseda Univ.), Simon Clippingdale (NHK STRL) CQ2018-95 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Aiming for making more accurate content recommendation system, we estimate video viewers’ emotion based on questionnaire responses by using bio-signals and facial feature points. We divide temporal data corresponding to questionnaire answered by subjects into test data and dictionary, then estimate each questionnaire responses by using SRC (Sparse Representation-based Classification) against each class. As a result, we get accurate estimation in all questionnaire responses. The result suggests the possibility of estimation of video viewers’ emotion by using SRC applied for bio-signals and facial feature points. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Bio-signals / Facial Feature Points / Emotion Estimation / SRC / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 118, no. 503, CQ2018-95, pp. 19-24, March 2019. |
Paper # |
CQ2018-95 |
Date of Issue |
2019-03-07 (CQ) |
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) |
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CQ2018-95 |
Conference Information |
Committee |
IMQ IE MVE CQ |
Conference Date |
2019-03-14 - 2019-03-15 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Kagoshima University |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
media of five senses, multimedia, media experience, picture codinge, image media quality, network,quality and reliability, etc |
Paper Information |
Registration To |
CQ |
Conference Code |
2019-03-IMQ-IE-MVE-CQ |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Estimation of Video Viewers' Emotion by SRC using Bio-signals and Facial Feature Points |
Sub Title (in English) |
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Keyword(1) |
Bio-signals |
Keyword(2) |
Facial Feature Points |
Keyword(3) |
Emotion Estimation |
Keyword(4) |
SRC |
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1st Author's Name |
Yui Tagami |
1st Author's Affiliation |
Waseda University (Waseda Univ.) |
2nd Author's Name |
Mutsumi Suganuma |
2nd Author's Affiliation |
Waseda University (Waseda Univ.) |
3rd Author's Name |
Wataru Kameyama |
3rd Author's Affiliation |
Waseda University (Waseda Univ.) |
4th Author's Name |
Simon Clippingdale |
4th Author's Affiliation |
NHK Science and Technology Reserch Laboratories (NHK STRL) |
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Speaker |
Author-1 |
Date Time |
2019-03-14 10:50:00 |
Presentation Time |
25 minutes |
Registration for |
CQ |
Paper # |
CQ2018-95 |
Volume (vol) |
vol.118 |
Number (no) |
no.503 |
Page |
pp.19-24 |
#Pages |
6 |
Date of Issue |
2019-03-07 (CQ) |
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