| Presentation | 2020-12-23 Estimation of preferences to images by facial expression analysis Yuta Horaguchi, Yoshiyuki Sato, Satoshi Shioiri, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(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) |
| Keyword(in English) | AU(Action Unit) / facial expression analysis / machine learning |
| Paper # | HIP2020-67 |
| Date of Issue | 2020-12-15 (HIP) |
| Conference Information | |
| Committee | HIP |
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| Conference Date | 2020/12/22(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(NICT) / Sachiko Kiyokawa(NTT) |
| Assistant | 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 | Satoshi Shioiri |
| 3rd Author's Affiliation | Tohoku University(Tohoku Univ.) |
| Date | 2020-12-23 |
| Paper # | HIP2020-67 |
| Volume (vol) | vol.120 |
| Number (no) | HIP-306 |
| Page | pp.pp.71-76(HIP), |
| #Pages | 6 |
| Date of Issue | 2020-12-15 (HIP) |