Detection of driver drowsiness using wearable devices: A feasibility study of the proximity sensor.
Sign Up to like & getrecommendations! Published in 2017 at "Applied ergonomics"
DOI: 10.1016/j.apergo.2017.02.016
Abstract: BACKGROUND Drowsiness is one of the major factors that cause crashes in the transportation industry. Drowsiness detection systems can alert drowsy operators and potentially reduce the risk of crashes. In this study, a Google-Glass-based drowsiness… read more here.
Keywords: drowsiness; detection; eye; proximity sensor ... See more keywords
Drowsiness monitoring based on steering wheel status
Sign Up to like & getrecommendations! Published in 2019 at "Transportation Research Part D: Transport and Environment"
DOI: 10.1016/j.trd.2018.07.007
Abstract: Abstract Drowsy driving is one of the main causes of road traffic accidents. It is of great significance to study the use of steering wheel status to detect the drowsiness of the driver. In the… read more here.
Keywords: steering wheel; model; wheel; wheel status ... See more keywords
Early Identification and Detection of Driver Drowsiness by Hybrid Machine Learning
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Access"
DOI: 10.1109/access.2021.3131601
Abstract: Drunkenness or exhaustion is a leading cause of car accidents, with severe implications for road safety. More fatal accidents could be avoided if fatigued drivers were warned ahead of time. Several drowsiness detection technologies to… read more here.
Keywords: early identification; drowsiness; detection; machine learning ... See more keywords
Sensitivity of PERCLOS70 to Drowsiness Level: Effectiveness of PERCLOS70 to Prevent Crashes Caused by Drowsiness
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3187995
Abstract: It has been reported that many crashes are caused by drowsiness. Thus, it is critical to predict the occurrence of severe drowsiness that may result in a crash by means of an effective measure. The… read more here.
Keywords: caused drowsiness; perclos70; crashes caused; drowsiness ... See more keywords
How to Induce Drowsiness When Testing Driver Drowsiness and Attention Warning (DDAW) Systems
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2023.3249755
Abstract: Driver drowsiness and attention warning systems are mandatory for new vehicles in the EU by 2022. Requirements for the test procedure for type approval are laid down in the Annex of EU regulation C/2021/2639. The… read more here.
Keywords: drowsiness attention; driver drowsiness; attention warning; drowsiness ... See more keywords
Bayesian Nonnegative CP Decomposition-Based Feature Extraction Algorithm for Drowsiness Detection
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Transactions on Neural Systems and Rehabilitation Engineering"
DOI: 10.1109/tnsre.2016.2618902
Abstract: Daytime short nap involves physiological processes, such as alertness, drowsiness and sleep. The study of the relationship between drowsiness and nap based on physiological signals is a great way to have a better understanding of… read more here.
Keywords: drowsiness; bayesian nonnegative; feature extraction; nonnegative decomposition ... See more keywords
1256 A pilot study to identify the factors favouringhypovigilance by drowsiness measured by a non-invasive monitoring device under real conditions
Sign Up to like & getrecommendations! Published in 2018 at "Occupational and Environmental Medicine"
DOI: 10.1136/oemed-2018-icohabstracts.68
Abstract: Introduction Every year, more than one million people die on the road worldwide, 20% of these deadly accidents being caused by hypovigilance due to drowsiness. Methods Our study tested the feasibility of monitoring the level… read more here.
Keywords: monitoring device; study; level; drowsiness ... See more keywords
Drowsiness and uncommon fever in a child after cannabis ingestion.
Sign Up to like & getrecommendations! Published in 2017 at "Annales de biologie clinique"
DOI: 10.1684/abc.2017.1261
Abstract: Trivialization of cannabis consumption goes hand in hand with a growing exposure of children and the number of cannabis poisoning cases is steadily increasing. As clinical presentation can be different from what is currently seen… read more here.
Keywords: cannabis; fever; cannabis intoxication; intoxication ... See more keywords
Monitoring System of Drowsiness and Lost Focused Driver Using Raspberry Pi
Sign Up to like & getrecommendations! Published in 2020 at "Iranian Journal of Public Health"
DOI: 10.18502/ijph.v49i9.4084
Abstract: Background: Drowsiness condition is one of the significant factors often encountered when an accident occurs. We aimed to detect a method to prevent accidents caused by drowsiness and lost a focused driver. Methods: The image… read more here.
Keywords: driver; system; drowsiness; drowsiness lost ... See more keywords
Driver Drowsiness EEG Detection Based on Tree Federated Learning and Interpretable Network
Sign Up to like & getrecommendations! Published in 2022 at "International journal of neural systems"
DOI: 10.2139/ssrn.4165836
Abstract: Accurate identification of driver's drowsiness state through Electroencephalogram (EEG) signals can effectively reduce traffic accidents, but EEG signals are usually stored in various clients in the form of small samples. This study attempts to construct… read more here.
Keywords: tree federated; based tree; driver drowsiness; federated learning ... See more keywords
Student Drowsiness During Simulated Solo Flight.
Sign Up to like & getrecommendations! Published in 2022 at "Aerospace medicine and human performance"
DOI: 10.3357/amhp.5275.2022
Abstract: INTRODUCTION: Pilot fatigue is a significant concern in aviation, where efforts are directed at improving rosters, developing models, and improving countermeasures. Little attention has been given to in-flight detection of fatigue/drowsiness. The aims of this… read more here.
Keywords: simulated solo; drowsiness; student drowsiness; flight ... See more keywords