| Presentation | 2019-12-19 Estimation of preferences to images by facial expression analysis Yuta Horaguchi, Yoshiyuki Sato, Chia-huei Tseng, Ichiro Kuriki, Satoshi Shioiri, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Human facial expression is related to emotion, perception, cognition, decision and so on. Understanding the relationships, it becomes possible to estimate 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 and compared performance of three models, and found that facial expression proves useful information for estimating human judgments. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | AU(Action Unit) / facial expression analysis / machine learning |
| Paper # | HIP2019-66 |
| Date of Issue | 2019-12-12 (HIP) |
| Conference Information | |
| Committee | HIP |
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| Conference Date | 2019/12/19(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | RIEC, Tohoku University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Miyuki Kamachi(Kogakuin Univ.) |
| Vice Chair | Shuichi Sakamoto(Tohoku Univ.) / Yuji Wada(Ritsumeikan Univ.) |
| Secretary | Shuichi Sakamoto(NICT) / Yuji Wada(NTT) |
| Assistant | Atsushi Wada(NICT) / Hidetoshi Kanaya(Ritsumeikan Univ.) / Yuki Yamada(Kyushu Univ.) |
| 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) | 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 |
| 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 | Chia-huei Tseng |
| 3rd Author's Affiliation | Tohoku University(Tohoku Univ.) |
| 4th Author's Name | Ichiro Kuriki |
| 4th Author's Affiliation | Tohoku University(Tohoku Univ.) |
| 5th Author's Name | Satoshi Shioiri |
| 5th Author's Affiliation | Tohoku University(Tohoku Univ.) |
| Date | 2019-12-19 |
| Paper # | HIP2019-66 |
| Volume (vol) | vol.119 |
| Number (no) | HIP-348 |
| Page | pp.pp.7-12(HIP), |
| #Pages | 6 |
| Date of Issue | 2019-12-12 (HIP) |