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 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 |
HIP2020-67 |
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 |
Keyword(4) |
|
Keyword(5) |
|
Keyword(6) |
|
Keyword(7) |
|
Keyword(8) |
|
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.) |
4th Author's Name |
|
4th Author's Affiliation |
() |
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 |
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 |
6 |
Date of Issue |
2020-12-15 (HIP) |
|