| Presentation | 2021-10-21 Estimations of emotional impression for emotion-evoking pictures using eye information Minoru Nakayama, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(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. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | eye movement / pupil response / emotion / image impression / regression analysis |
| Paper # | HIP2021-31 |
| Date of Issue | 2021-10-14 (HIP) |
| Conference Information | |
| Committee | HIP |
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| Conference Date | 2021/10/21(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Shuichi Sakamoto(Tohoku Univ.) |
| Vice Chair | Yuji Wada(Ritsumeikan Univ.) / Sachiko Kiyokawa(Nagoya Univ.) |
| Secretary | Yuji Wada(NTT) / Sachiko Kiyokawa(NICT) |
| Assistant | Yuki Yamada(Kyushu Univ.) / Daisuke Tanaka(Tottori Univ.) / Ippei Negishi(Kanazawa Inst. of Tech.) |
| Paper Information | |
| Registration To | Technical Committee on Human Information Processing |
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| Language | JPN |
| 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 |
| 1st Author's Name | Minoru Nakayama |
| 1st Author's Affiliation | Tokyo Institute of Technology(Tokyo Tech.) |
| Date | 2021-10-21 |
| Paper # | HIP2021-31 |
| Volume (vol) | vol.121 |
| Number (no) | HIP-211 |
| Page | pp.pp.7-12(HIP), |
| #Pages | 6 |
| Date of Issue | 2021-10-14 (HIP) |