| Paper Abstract and Keywords |
| Presentation |
2014-02-17 16:00
Analysis of Peripheral Vehicular State in Driver's Gaze Transition
-- Difference between Driver's Neutral and Distraction State --
Shota Sato, Takatsugu Hirayama, Kenji Mase, Miyajima Chiyomi, Kazuya Takeda (Nagoya Univ.) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (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) |
| (in English) |
Vehicle safety and driver / Gaze transition / Identification of driver state / PCA / k-NN / / / |
| Reference Info. |
ITE Tech. Rep. |
| Paper # |
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| Date of Issue |
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| Download PDF |
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| Conference Information |
| Committee |
IEICE-ITS IEICE-IE AIT HI ME |
| Conference Date |
2014-02-17 - 2014-02-18 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Hokkaido Univ. |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
ITS Image Processing, etc. |
| Paper Information |
| Registration To |
IEICE-ITS |
| Conference Code |
2014-02-ITS-IE-AIT-HI-ME |
| Language |
Japanese |
| 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 |
| Sub Title (in English) |
Difference between Driver's Neutral and Distraction State |
| Keyword(1) |
Vehicle safety and driver |
| Keyword(2) |
Gaze transition |
| Keyword(3) |
Identification of driver state |
| Keyword(4) |
PCA |
| Keyword(5) |
k-NN |
| Keyword(6) |
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| 1st Author's Name |
Shota Sato |
| 1st Author's Affiliation |
Nagoya University (Nagoya Univ.) |
| 2nd Author's Name |
Takatsugu Hirayama |
| 2nd Author's Affiliation |
Nagoya University (Nagoya Univ.) |
| 3rd Author's Name |
Kenji Mase |
| 3rd Author's Affiliation |
Nagoya University (Nagoya Univ.) |
| 4th Author's Name |
Miyajima Chiyomi |
| 4th Author's Affiliation |
Nagoya University (Nagoya Univ.) |
| 5th Author's Name |
Kazuya Takeda |
| 5th Author's Affiliation |
Nagoya University (Nagoya Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2014-02-17 16:00:00 |
| Presentation Time |
15 minutes |
| Registration for |
IEICE-ITS |
| Paper # |
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| Volume (vol) |
vol.38 |
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