Title :
Computational modeling of risk-dependent eye movements of car drivers
Author :
Omori, Takashi ; Sato, Masayoshi ; Yamauchi, Koichiro ; Ishikawa, Satoru ; Wakita, Toshihiro
Author_Institution :
Coll. of Eng., Tamagawa Univ., Tokyo, Japan
Abstract :
In this study, we present a computational model of a car driver´s cognitive process and eye movement in relation to risk evaluation for greater safe driving assistance. The model status is mainly determined by visual inputs. In simulations, we reconstructed and predicted the driver eye movements while driving using an environmental risk calculation model, and compared them to the eye movements of an actual human driver.
Keywords :
automated highways; cognitive systems; risk analysis; road safety; car driver; cognitive process; computational modeling; driver eye movements; environmental risk calculation model; risk evaluation; risk-dependent eye movements; safe driving assistance system; Automobiles; Computational modeling; Covariance matrix; Cybernetics; Humans; Image reconstruction; Predictive models; Probability distribution; USA Councils; Visual perception; car driving; cognitive process; computational modeling; eye-movement; risk evaluation;
Conference_Titel :
Systems, Man and Cybernetics, 2009. SMC 2009. IEEE International Conference on
Conference_Location :
San Antonio, TX
Print_ISBN :
978-1-4244-2793-2
Electronic_ISBN :
1062-922X
DOI :
10.1109/ICSMC.2009.5346349
