| Presentation | 2014-02-17 Analysis of Peripheral Vehicular State in Driver's Gaze Transition : Difference between Driver's Neutral and Distraction State Shota SATO, Takatsugu HIRAYAMA, Kenji MASE, CHIYOMI Miyajima, Kazuya TAKEDA, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Methods for detecting distraction using driver's gaze have been proposed to support safe driving of the vehicle. These methods analyzed the gaze under some particular peripheral vehicular states. However, they empirically defined the traffic situations for analysis so that could not cover various situations. To deal with this problem, we attempted to take the opposite approach that analyzes the peripheral vehicular state during drivers' gaze transition to compare driver's neutral state with distraction state. As a result, the drivers tuned their gaze to a peripheral vehicle to be focused on in the neutral state, but they did not do it in the distraction state. We also tried to discriminate between the neutral and distraction state using the extracted statistical knowledge. Because we dealt with many scenes by targeting gaze transitions from front to other directions, our method could detect distraction with a high frequency. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Vehicle safety and driver / Gaze transition / Identification of driver state / PCA / κ-NN |
| Paper # | ITS2013-48,IE2013-113 |
| Date of Issue |
| Conference Information | |
| Committee | IE |
|---|---|
| Conference Date | 2014/2/10(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
| Assistant | |
| Paper Information | |
| Registration To | Image Engineering (IE) |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Analysis of Peripheral Vehicular State in Driver's Gaze Transition : Difference between Driver's Neutral and Distraction State |
| Sub Title (in English) | |
| Keyword(1) | Vehicle safety and driver |
| Keyword(2) | Gaze transition |
| Keyword(3) | Identification of driver state |
| Keyword(4) | PCA |
| Keyword(5) | κ-NN |
| 1st Author's Name | Shota SATO |
| 1st Author's Affiliation | Graduate School of Information Science, Nagoya University() |
| 2nd Author's Name | Takatsugu HIRAYAMA |
| 2nd Author's Affiliation | Graduate School of Information Science, Nagoya University |
| 3rd Author's Name | Kenji MASE |
| 3rd Author's Affiliation | Graduate School of Information Science, Nagoya University |
| 4th Author's Name | CHIYOMI Miyajima |
| 4th Author's Affiliation | Graduate School of Information Science, Nagoya University |
| 5th Author's Name | Kazuya TAKEDA |
| 5th Author's Affiliation | Graduate School of Information Science, Nagoya University |
| Date | 2014-02-17 |
| Paper # | ITS2013-48,IE2013-113 |
| Volume (vol) | vol.113 |
| Number (no) | 434 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |