Driver Inattention Detection System: A PSO-based Multiview Classification Approach

Abstract

This paper presents driver simulation results for multi-sensory platform aimed at providing data that are used for driver states classification. This work explores PCA and S-PCA, for dimensionality reduction, and Random... [ view full abstract ]

Authors

Arief Koesdwiady (University of Waterloo, Canada), Ramzi Abdelmoula (University of Waterloo, Canada), Fakhri Karray (University of Waterloo, Canada), Mohamed Kamel (University of Waterloo, Canada)

Topic Areas

Advanced Vehicle Safety Systems , Data Mining and Data Analysis , Driver Assistance Systems

Session

Th-B5 » Advanced Vehicle Safety Systems VI (11:25 - Thursday, 17th September, Lanzarote)