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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 #  
Date of Issue  
ISSN Print edition: ISSN 1342-6893  Online edition: ISSN 2424-1970
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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  
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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
Date Time 2014-02-17 16:00:00 
Presentation Time 15 
Registration for IEICE-ITS 
Paper #  
Volume (vol) ITE-38 
Number (no)  
Page  
#Pages ITE- 
Date of Issue  


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