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| Presentation | 2021-10-21 10:35 Estimations of emotional impression for emotion-evoking pictures using eye information Minoru Nakayama (Tokyo Tech.)  HIP2021-31 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Regression predicted ratings of valence and arousal for presented images were evaluated using relationships between oculo-motor features for emotion evoked images and actual ratings or image characteristics. Relationships between averaged oculo-motor features or these 16 chronological changes and ratings for 67 emotion evoked photos were analysed. Predicted performance was evaluated using a metric of similarity between actual ratings and predicted ones. The predicted performance increases with adding features of eye movement or extending chronological features. Individual factor influenced on the performance since deviation across observers was not small. Also, mean similarities changed with predicted emotion category. Temporal features of oculo-motors were selected independently for valence and arousal in regards to their contribution. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | eye movement / pupil response / emotion / image impression / regression analysis / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 121, no. 211, HIP2021-31, pp. 7-12, Oct. 2021. | |
| Paper # | HIP2021-31 | |
| Date of Issue | 2021-10-14 (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 | HIP2021-31 |
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| Conference Information | |
| Committee | HIP |
| Conference Date | 2021-10-21 - 2021-10-22 |
| 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 | 2021-10-HIP |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Estimations of emotional impression for emotion-evoking pictures using eye information |
| Sub Title (in English) | |
| Keyword(1) | eye movement |
| Keyword(2) | pupil response |
| Keyword(3) | emotion |
| Keyword(4) | image impression |
| Keyword(5) | regression analysis |
| Keyword(6) | |
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| 1st Author's Name | Minoru Nakayama |
| 1st Author's Affiliation | Tokyo Institute of Technology (Tokyo Tech.) |
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| Speaker | Author-1 |
| Date Time | 2021-10-21 10:35:00 |
| Presentation Time | 25 minutes |
| Registration for | HIP |
| Paper # | HIP2021-31 |
| Volume (vol) | vol.121 |
| Number (no) | no.211 |
| Page | pp.7-12 |
| #Pages | 6 |
| Date of Issue | 2021-10-14 (HIP) |
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