TrustCAV Workshops & Events
To view previously recorded workshops, please email TrustCAV@carleton.ca
TrustCAV Workshops, April 11, 2025
Application of Machine Learning in Driver State and Behaviour Detection for Intelligent and Autonomous Vehicles
This workshop introduced the fundamentals and current research on applying machine learning in intelligent vehicles, focusing on driver behaviour and state detection. The sessions included real case studies from Carleton University’s ABL lab, and the state-of-the-art research conducted at the NRC Department of Connected and Automated Vehicles, covering direct and indirect driver monitoring, such as vision systems and telematic data.
Session 1 (1 hour): Fundamentals and Prerequisites Presenter: Arash Abarghooei, PhD Candidate, Carleton University
Session 2 (1 hour): Case Studies and Methods in Carleton’s Research
Presenter: Arash Abarghooei, PhD Candidate, Carleton University
Session 3 (20 mins): Case Studies and Methods in NRC’s Research Presenter: Abdullah Jirjees, PhD, Research Officer, Automotive & Surface Transportation Research Centre, National Research Council Canada