A new approach to detecting distracted car drivers using eye-movement data | IEEE Conference Publication | IEEE Xplore

A new approach to detecting distracted car drivers using eye-movement data


Abstract:

In our study, we generate new rules for determining whether or not a driver is distracted, using collected data about the driver's eye movement and driving data by learni...Show More

Abstract:

In our study, we generate new rules for determining whether or not a driver is distracted, using collected data about the driver's eye movement and driving data by learning as a new approach to detecting distracted car drivers. We use a learning tool, namely a support vector machine (SVM), to generate the rules. In addition, we focused on a qualitative model of a driver's cognitive mental load in a prior study and investigated the relationship between this model and the driver's distraction. In the investigation, we verify driver's eye movements and driving data that are inconsistent with the model.
Date of Conference: 18-20 August 2014
Date Added to IEEE Xplore: 16 October 2014
ISBN Information:
Conference Location: London, UK

References

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