Dmd: A large-scale multi-modal driver monitoring dataset for attention and alertness analysis
Vision is the richest and most cost-effective technology for Driver Monitoring Systems (DMS),
especially after the recent success of Deep Learning (DL) methods. The lack of sufficiently …
especially after the recent success of Deep Learning (DL) methods. The lack of sufficiently …
Online and predictive warning system for forced lane changes using risk maps
The survival analysis of driving trajectories allows for holistic evaluations of car-related risks
caused by collisions or curvy roads. This analysis has advantages over common Time-To-X …
caused by collisions or curvy roads. This analysis has advantages over common Time-To-X …
[PDF][PDF] User-adaptive Eyelid Aperture Estimation for Blink Detection in Driver Monitoring Systems.
This paper presents a new method for eyelid aperture estimation, suitable to be used in
Driver Monitoring Systems (DMS) to measure blink patterns such as microsleeps and any …
Driver Monitoring Systems (DMS) to measure blink patterns such as microsleeps and any …
A cloud-based ai framework for machine learning orchestration: A “driving or not-driving” case-study for self-driving cars
Self-driving cars rely on a plethora of algorithms in order to perform safe driving
manoeuvres. Training those models is expensive (eg hardware cost, storage, energy) and …
manoeuvres. Training those models is expensive (eg hardware cost, storage, energy) and …
Open your eyes: Eyelid aperture estimation in Driver Monitoring Systems
Abstract Driver Monitoring Systems (DMS) operate by measuring the state of the driver while
performing driving activities. At the gates of the arrival of SAE-L3 autonomous driving …
performing driving activities. At the gates of the arrival of SAE-L3 autonomous driving …
A real-time software framework for driver monitoring systems: Software architecture and use cases
The presence of Advanced Driver Assistance Systems (ADAS) in modern vehicles has
become a reality in recent years, enhancing the comfort and safety of drivers and road users …
become a reality in recent years, enhancing the comfort and safety of drivers and road users …