Computational modeling of risk-dependent eye movements of car drivers

Computational modeling of risk-dependent eye movements of car drivers

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 movement...

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Bibliographische Detailangaben
Hauptverfasser: Omori, T., Sato, M., Yamauchi, K., Ishikawa, S., Wakita, T.
Format: Tagungsbericht
Sprache:eng
Schlagworte:
Automobiles
car driving
cognitive process
Computational modeling
Covariance matrix
Cybernetics
eye-movement
Humans
Image reconstruction
Predictive models
Probability distribution
risk evaluation
USA Councils
Visual perception
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Beschreibung
Zusammenfassung: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.
ISSN:1062-922X
2577-1655
DOI:10.1109/ICSMC.2009.5346349