| Presentation | 2018-01-26 Drowsiness assessment by gazing/blinking parameter from EOG in driving simulator environment Arthur Mourits Rumagit, Izzat Aulia Akbar, Mitaku Utsunomiya, Takamasa Morie, Tomohiko Igasaki, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Many works related to drowsy driving have been conducted to prevent the traffic accident caused by drowsy driving. In this study, we investigated the drowsiness assessment based on eye properties (gazing/blinking) which were extracted from electrooculogram (EOG) signals. Then we examined the relationship between drowsiness, utilized facial expression evaluation (FEE), and gazing/blinking parameters in three categories: alert (FEE=0), lightly drowsy (FEE=1－2), and heavily drowsy (FEE=3－4). As results, it is suggested that the drowsiness estimation by gazing/blinking parameter from EOG are possible to be conducted. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | drowsiness / gazing / blinking / driving simulator / electrooculogram (EOG) / facial expression evaluation (FEE) |
| Paper # | MBE2017-67 |
| Date of Issue | 2018-01-19 (MBE) |
| Conference Information | |
| Committee | MBE / NC / NLP |
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| Conference Date | 2018/1/26(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kyushu Institute of Technology |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | ME, generalImplementation of Neuro Computing,Analysis and Modeling of Human Science, |
| Chair | Kazuki Nakajima(Univ. of Toyama) / Masafumi Hagiwara(Keio Univ.) / Masaharu Adachi(Tokyo Denki Univ.) |
| Vice Chair | Masaki Kyoso(TCU) / Yutaka Hirata(Chubu Univ.) / Norikazu Takahashi(Okayama Univ.) |
| Secretary | Masaki Kyoso(Toyama Pref. Univ.) / Yutaka Hirata(Kindai Univ.) / Norikazu Takahashi(Tokyo Inst. of Tech.) |
| Assistant | Kim Juhyon(Univ. of Toyama) / Takumi Kobayashi(YNU) / Yoshihisa Shinozawa(Keio Univ.) / Keiichiro Inagaki(Chubu Univ.) / Toshihiro Tachibana(Shonan Inst. of Tech.) / Masayuki Kimura(Kyoto Univ.) |
| Paper Information | |
| Registration To | Technical Committee on ME and Bio Cybernetics / Technical Committee on Neurocomputing / Technical Committee on Nonlinear Problems |
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| Language | ENG-JTITLE |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Drowsiness assessment by gazing/blinking parameter from EOG in driving simulator environment |
| Sub Title (in English) | |
| Keyword(1) | drowsiness |
| Keyword(2) | gazing |
| Keyword(3) | blinking |
| Keyword(4) | driving simulator |
| Keyword(5) | electrooculogram (EOG) |
| Keyword(6) | facial expression evaluation (FEE) |
| 1st Author's Name | Arthur Mourits Rumagit |
| 1st Author's Affiliation | Kumamoto University(Kumamoto Univ.) |
| 2nd Author's Name | Izzat Aulia Akbar |
| 2nd Author's Affiliation | Kumamoto University(Kumamoto Univ.) |
| 3rd Author's Name | Mitaku Utsunomiya |
| 3rd Author's Affiliation | Kumamoto University(Kumamoto Univ.) |
| 4th Author's Name | Takamasa Morie |
| 4th Author's Affiliation | Kumamoto University(Kumamoto Univ.) |
| 5th Author's Name | Tomohiko Igasaki |
| 5th Author's Affiliation | Kumamoto University(Kumamoto Univ.) |
| Date | 2018-01-26 |
| Paper # | MBE2017-67 |
| Volume (vol) | vol.117 |
| Number (no) | MBE-416 |
| Page | pp.pp.7-11(MBE), |
| #Pages | 5 |
| Date of Issue | 2018-01-19 (MBE) |