Survey and Synthesis of State of the Art in Driver Monitoring [PDF]
Sensors, 2021 Road vehicle accidents are mostly due to human errors, and many such accidents could be avoided by continuously monitoring the driver. Driver monitoring (DM) is a topic of growing interest in the automotive industry, and it will remain relevant for all ...
Anaïs Halin +2 more
doaj +2 more sources
Vehicle and Driver Monitoring System Using On-Board and Remote Sensors [PDF]
Sensors, 2023 This paper presents an integrated monitoring system for the driver and the vehicle in a single case of study easy to configure and replicate. On-board vehicle sensors and remote sensors are combined to model algorithms for estimating polluting emissions,
Andres E. Campos-Ferreira +6 more
doaj +2 more sources
Threats Detection during Human-Computer Interaction in Driver Monitoring Systems [PDF]
Sensors, 2022 This paper presents an approach and a case study for threat detection during human–computer interaction, using the example of driver–vehicle interaction.
Alexey Kashevnik +3 more
doaj +2 more sources
Comprehensive Assessment of Artificial Intelligence Tools for Driver Monitoring and Analyzing Safety Critical Events in Vehicles [PDF]
SensorsHuman factors are a primary cause of vehicle accidents. Driver monitoring systems, utilizing a range of sensors and techniques, offer an effective method to monitor and alert drivers to minimize driver error and reduce risky driving behaviors, thus ...
Guangwei Yang +3 more
doaj +2 more sources
Challenges of Large-Scale Multi-Camera Datasets for Driver Monitoring Systems [PDF]
Sensors, 2022 Tremendous advances in advanced driver assistance systems (ADAS) have been possible thanks to the emergence of deep neural networks (DNN) and Big Data (BD) technologies.
Juan Diego Ortega +4 more
doaj +2 more sources
Low-Cost Eye-Tracking Fixation Analysis for Driver Monitoring Systems Using Kalman Filtering and OPTICS Clustering [PDF]
SensorsDriver monitoring systems benefit from fixation-related eye-tracking features, yet dedicated eye-tracking hardware is costly and difficult to integrate at scale.
Jonas Brandstetter +2 more
doaj +2 more sources
Innovative Driver Monitoring Systems and On-Board-Vehicle Devices in a Smart-Road Scenario Based on the Internet of Vehicle Paradigm: A Literature and Commercial Solutions Overview [PDF]
SensorsIn recent years, the growing number of vehicles on the road have exacerbated issues related to safety and traffic congestion. However, the advent of the Internet of Vehicles (IoV) holds the potential to transform mobility, enhance traffic management and ...
Paolo Visconti +5 more
doaj +2 more sources
Driver Monitoring for a Driver-Centered Design and Assessment of a Merging Assistance System Based on V2V Communications [PDF]
Sensors, 2020 Merging is one of the most critical scenarios that can be found in road transport. In this maneuver, the driver is subjected to a high mental load due to the large amount of information he handles, while making decisions becomes a crucial issue for their
Sofia Sánchez–Mateo +2 more
doaj +2 more sources
Enhancing Driver Monitoring Systems Based on Novel Multi-Task Fusion Algorithm [PDF]
SensorsDistracted driving continues to be a major contributor to road accidents, highlighting the growing research interest in advanced driver monitoring systems for enhanced safety.
Romas Vijeikis +3 more
doaj +2 more sources
A Physiological Sensor-Based Android Application Synchronized with a Driving Simulator for Driver Monitoring [PDF]
Sensors, 2019 In this paper, we present an Android application to control and monitor the physiological sensors from the Shimmer platform and its synchronized working with a driving simulator.
David González-Ortega +3 more
doaj +2 more sources