| Presentation | 2014-01-25 Relationship between driving drowsiness and eye-blink : Examination of parameter extraction from EOG Yuki YAE, Norihito ENMOTO, Tomohiko IGASAKI, Nobuki MURAYAMA, Zhencheng HU, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | It is widely known that many traffic accidents occur every year not only in Japan but also in the world. Drowsiness or sleepiness, which is the cause of the dozing at the wheel, happens regardless of the physical condition of the driver in time such as after meals or the midnight. It means that to control driver's drowsiness or sleepiness by oneself is too hard. Therefore, various systems have been proposed to prevent traffic accidents caused by the dozing at the wheel. In this study, we examined the relationship between psychological drowsiness during driving, which was evaluated by Japanese version of the Karolinska Sleepiness Scale (KSS-J) and physiological parameters extracted from electrooculogram. As results, it was suggested that not only the temporal information of eye-blink, such as duration or an interval, but also the amplitude information of than and the nystagmus frequency were relevant to KSS-J. Furthermore, it could be obtained that 86 ± 11% of accuracy for estimating the existence of strong drowsiness by applying the multiple linear regression analysis using extracted parameters. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | electrooculograpm / Japanese version of the Karolinska Sleepiness Scale / multiple linear regression analysis / drowsiness estimation |
| Paper # | MBE2013-111 |
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| Conference Information | |
| Committee | MBE |
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| Conference Date | 2014/1/17(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | ME and Bio Cybernetics (MBE) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Relationship between driving drowsiness and eye-blink : Examination of parameter extraction from EOG |
| Sub Title (in English) | |
| Keyword(1) | electrooculograpm |
| Keyword(2) | Japanese version of the Karolinska Sleepiness Scale |
| Keyword(3) | multiple linear regression analysis |
| Keyword(4) | drowsiness estimation |
| 1st Author's Name | Yuki YAE |
| 1st Author's Affiliation | Graduate school of Science and Technology, Kumamoto University() |
| 2nd Author's Name | Norihito ENMOTO |
| 2nd Author's Affiliation | Depaetment of Computer Science and Electrical Engineering, Kumamoto University |
| 3rd Author's Name | Tomohiko IGASAKI |
| 3rd Author's Affiliation | Graduate school of Science and Technology, Kumamoto University |
| 4th Author's Name | Nobuki MURAYAMA |
| 4th Author's Affiliation | Graduate school of Science and Technology, Kumamoto University |
| 5th Author's Name | Zhencheng HU |
| 5th Author's Affiliation | Graduate school of Science and Technology, Kumamoto University |
| Date | 2014-01-25 |
| Paper # | MBE2013-111 |
| Volume (vol) | vol.113 |
| Number (no) | 409 |
| Page | pp.pp.- |
| #Pages | 4 |
| Date of Issue | |