A multimodal driver monitoring benchmark dataset for driver modeling in assisted driving automation
Sign Up to like & getrecommendations! Published in 2024 at "Scientific Data"
DOI: 10.1038/s41597-024-03137-y
Abstract: In driver monitoring various data types are collected from drivers and used for interpreting, modeling, and predicting driver behavior, and designing interactions. Aim of this contribution is to introduce manD 1.0, a multimodal dataset that… read more here.
Keywords: driver monitoring; dataset; driver; automation ... See more keywords
Driver monitoring systems (DMS): The future of impaired driving management?
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DOI: 10.1080/15389588.2021.1899164
Abstract: Abstract Objective Driver monitoring systems (DMS) are the next generation of vehicle safety technology. Broadly, these refer to the embedded, aftermarket wearable or vehicle-mounted devices that collect observable information about the operator to make real-time… read more here.
Keywords: monitoring systems; driver; dms future; performance ... See more keywords
Fuzzy-based driver monitoring system to assess dangerous driving on roads.
Sign Up to like & getrecommendations! Published in 2025 at "Traffic injury prevention"
DOI: 10.1080/15389588.2025.2539923
Abstract: OBJECTIVES Road accidents result from various contributing factors, including driver fatigue, inappropriate vehicle speed, adverse weather, and temporal factors. The research in this paper aims to design and evaluate a Fuzzy Driver Monitoring System (FDMS)… read more here.
Keywords: dangerous driving; driver monitoring; driver; risk ... See more keywords
DriverMVT: In-Cabin Dataset for Driver Monitoring including Video and Vehicle Telemetry Information
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DOI: 10.3390/data7050062
Abstract: Developing a driver monitoring system that can assess the driver’s state is a prerequisite and a key to improving the road safety. With the success of deep learning, such systems can achieve a high accuracy… read more here.
Keywords: dataset; information; drivermvt cabin; driver monitoring ... See more keywords