| Presentation | 2019-03-07 Data-driven mathematical modeling of facial dominance Koyo Nakamura, Katsumi Watanabe, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Facial dominance plays a pivotal role in social cognition and has considerable impacts on interpersonal interactions. This study aimed to build a mathematical model determining the perceived dominance of East-Asian faces using a data-driven method. We first sampled 400 computer-generated faces and collected ratings on their facial dominance, and then identified quantitative links between dominance and facial shape and surface properties. As a result, our data-driven mathematical model allows for the quantitative manipulation of the facial dominance of any arbitrary East-Asian faces by transforming facial shape and surface characteristics. Our model provides a tool to effectively produce East-Asian face stimuli that quantitatively vary on dominance and can be used to elucidate visual processes underlying social cognition. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Face / Impression / Dominance / Data-driven mathematical model |
| Paper # | HCS2018-75 |
| Date of Issue | 2019-02-28 (HCS) |
| Conference Information | |
| Committee | HCS |
|---|---|
| Conference Date | 2019/3/7(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Hokusei Gakuen Univ. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Past and future of communication research, etc. |
| Chair | Masafumi Matsuda(NTT) |
| Vice Chair | Nobuyuki Watanabe(Kanazawa Inst. of Tech.) / Tomoo Inoue(Univ. of Tsukuba) |
| Secretary | Nobuyuki Watanabe(Ritsumeikan Univ.) / Tomoo Inoue(Osaka Electro-Comm. Univ.) |
| Assistant | Kazuki Takashima(Tohoku Univ.) / Ken Fujiwara(Osaka Univ. of Economic) / Kazunori Terada(Gifu Univ.) / Atsushi Kimura(Nihon Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Human Communication Science |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Data-driven mathematical modeling of facial dominance |
| Sub Title (in English) | |
| Keyword(1) | Face |
| Keyword(2) | Impression |
| Keyword(3) | Dominance |
| Keyword(4) | Data-driven mathematical model |
| 1st Author's Name | Koyo Nakamura |
| 1st Author's Affiliation | Waseda University/Japan Society for the Promotion of Science/Keio University(Waseda Univ./JSPS/Keio Univ.) |
| 2nd Author's Name | Katsumi Watanabe |
| 2nd Author's Affiliation | Waseda University(Waseda Univ.) |
| Date | 2019-03-07 |
| Paper # | HCS2018-75 |
| Volume (vol) | vol.118 |
| Number (no) | HCS-487 |
| Page | pp.pp.47-51(HCS), |
| #Pages | 5 |
| Date of Issue | 2019-02-28 (HCS) |