Paper Abstract and Keywords |
Presentation |
2018-03-09 13:55
A Consideration on Video Viewer's Emotion Estimation based on the correlation between Nasal Skin Temperature and Heart Rate Variability Ryohei Hashimoto, Mutsumi Suganuma, Wataru Kameyama (Waseda Univ.), Simon Clippingdale (NHK STRL) CQ2017-125 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In order to estimate the video viewers’ emotion, we consider the effectiveness of nasal skin temperature, and estimate emotion by using it. First, we apply principal component analysis to the dataset with and without nasal skin temperature, and classify them based on the principal component score by using k-means clustering. The result shows that nasal skin temperature is effective in classifying emotions. Next, we analyze nasal skin temperature and heart rate based on the analysis of their correlation and inclination. The result shows that it can identify the scene raising some specific emotion, which suggests the possibility of emotion estimation by using nasal skin temperature. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Bio-signals / Nasal Skin Temperature / Emotion Estimation / Correlation Analysis / Linear Regression Analysis / / / |
Reference Info. |
IEICE Tech. Rep., vol. 117, no. 486, CQ2017-125, pp. 127-132, March 2018. |
Paper # |
CQ2017-125 |
Date of Issue |
2018-03-01 (CQ) |
ISSN |
Print edition: ISSN 0913-5685 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 |
CQ2017-125 |
Conference Information |
Committee |
CQ MVE IE IMQ |
Conference Date |
2018-03-08 - 2018-03-09 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Okinawa Industry Support Center |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Five Senses Media, Cooking and Eating Activities Media, Multimedia, Media Experience, Video Encoding, Image Media Quality, Network Quality and Reliability, etc. (Co-sponsor: Technical Committee on Multimedia on Cooking and Eating Activities (CEA)) |
Paper Information |
Registration To |
CQ |
Conference Code |
2018-03-CQ-MVE-IE-IMQ |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
A Consideration on Video Viewer's Emotion Estimation based on the correlation between Nasal Skin Temperature and Heart Rate Variability |
Sub Title (in English) |
|
Keyword(1) |
Bio-signals |
Keyword(2) |
Nasal Skin Temperature |
Keyword(3) |
Emotion Estimation |
Keyword(4) |
Correlation Analysis |
Keyword(5) |
Linear Regression Analysis |
Keyword(6) |
|
Keyword(7) |
|
Keyword(8) |
|
1st Author's Name |
Ryohei Hashimoto |
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 Research Laboratories (NHK STRL) |
5th Author's Name |
|
5th Author's Affiliation |
() |
6th Author's Name |
|
6th Author's Affiliation |
() |
7th Author's Name |
|
7th Author's Affiliation |
() |
8th Author's Name |
|
8th Author's Affiliation |
() |
9th Author's Name |
|
9th Author's Affiliation |
() |
10th Author's Name |
|
10th Author's Affiliation |
() |
11th Author's Name |
|
11th Author's Affiliation |
() |
12th Author's Name |
|
12th Author's Affiliation |
() |
13th Author's Name |
|
13th Author's Affiliation |
() |
14th Author's Name |
|
14th Author's Affiliation |
() |
15th Author's Name |
|
15th Author's Affiliation |
() |
16th Author's Name |
|
16th Author's Affiliation |
() |
17th Author's Name |
|
17th Author's Affiliation |
() |
18th Author's Name |
|
18th Author's Affiliation |
() |
19th Author's Name |
|
19th Author's Affiliation |
() |
20th Author's Name |
|
20th Author's Affiliation |
() |
Speaker |
Author-1 |
Date Time |
2018-03-09 13:55:00 |
Presentation Time |
25 minutes |
Registration for |
CQ |
Paper # |
CQ2017-125 |
Volume (vol) |
vol.117 |
Number (no) |
no.486 |
Page |
pp.127-132 |
#Pages |
6 |
Date of Issue |
2018-03-01 (CQ) |
|