Presentation 2004/3/12
A Feasibility Study of Cognitive Computation Model for Driver's Process Estimation from Driving Behavior
Kentaro Mizutani, Genki Saito, Takashi Omori, Akitoshi Ogawa,
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Abstract(in English) In present study, we construct a cognitive model of the driver and try to reproduce driving behavior of humans to evaluate feasibility of methodology for the estimation of human internal information processing for driving and other factors that affect on the driving. In this paper, we focus on a steering operation and an eye movement of the driver and try to simulate these behaviors from observable information. We show that an occurrence of interferential factor for driving can be detected by evaluating outputs of the model and show a possibility for estimating information processing elements of driver's internal state.
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Keyword(in English) Driver support / Driver model / Cognitive process / Gaze direction / Steering
Paper # NC2003-198
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Committee NC
Conference Date 2004/3/12(1days)
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Registration To Neurocomputing (NC)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) A Feasibility Study of Cognitive Computation Model for Driver's Process Estimation from Driving Behavior
Sub Title (in English)
Keyword(1) Driver support
Keyword(2) Driver model
Keyword(3) Cognitive process
Keyword(4) Gaze direction
Keyword(5) Steering
1st Author's Name Kentaro Mizutani
1st Author's Affiliation Graduate School of Bio Applications and Systems Engineering Tokyo University of Agriculture and Technology()
2nd Author's Name Genki Saito
2nd Author's Affiliation Graduate School of Engineering, Hokkaido University
3rd Author's Name Takashi Omori
3rd Author's Affiliation Graduate School of Engineering, Hokkaido University
4th Author's Name Akitoshi Ogawa
4th Author's Affiliation Graduate School of Engineering, Hokkaido University
Date 2004/3/12
Paper # NC2003-198
Volume (vol) vol.103
Number (no) 734
Page pp.pp.-
#Pages 6
Date of Issue