A complex network-based broad learning system for detecting driver fatigue from EEG signals
Driver fatigue detection is of great significance for guaranteeing traffic safety and further
reducing economic as well as societal loss. In this article, a novel complex network (CN) …
reducing economic as well as societal loss. In this article, a novel complex network (CN) …
Driver drowsiness modeling based on spatial factors and electroencephalography using machine learning methods: A simulator study
F Farhangi, A Sadegh-Niaraki… - … research part F: traffic …, 2023 - Elsevier
Driver drowsiness is one of the leading causes of fatal road traffic accidents (RTA). While
studies have illustrated the effectiveness of spatial criteria on driver drowsiness, the effects …
studies have illustrated the effectiveness of spatial criteria on driver drowsiness, the effects …
Evaluation of a fatigue detector using eye closure-associated indicators acquired from truck drivers in a simulator study
Ł Dziuda, P Baran, P Zieliński, K Murawski, M Dziwosz… - Sensors, 2021 - mdpi.com
This paper presents a camera-based prototype sensor for detecting fatigue and drowsiness
in drivers, which are common causes of road accidents. The evaluation of the detector …
in drivers, which are common causes of road accidents. The evaluation of the detector …
[PDF][PDF] A CNN-LSTM-based deep learning approach for driver drowsiness prediction
MW Gomaa, RO Mahmoud… - Journal of Engineering …, 2022 - erjeng.journals.ekb.eg
The development of neural networks and machine learning techniques has recently been
the cornerstone for many applications of artificial intelligence. These applications are now …
the cornerstone for many applications of artificial intelligence. These applications are now …
Non-interference driving fatigue detection system based on intelligent steering wheel
G Du, H Wang, K Su, X Wang, S Teng… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Driving fatigue is an important factor leading to traffic accidents. For this reason, we propose
a non-interference fatigue detection system, which consists of a steering wheel embedded …
a non-interference fatigue detection system, which consists of a steering wheel embedded …
Development of an intelligent drowsiness detection system for drivers using image processing technique
AA Suhaiman, Z May… - 2020 IEEE Student …, 2020 - ieeexplore.ieee.org
Drowsy driving highly contributes to a number of road accidents throughout the years. Car
crashes or any unwanted incidents can be avoided by implementing a system with alarm …
crashes or any unwanted incidents can be avoided by implementing a system with alarm …
Deep learning neural network for driver drowsiness detection using eyes recognition
MK Gatea, SK Gharghan, AH Ali - AIP Conference Proceedings, 2023 - pubs.aip.org
Driver drowsiness and fatigue are two of the most common causes of automobile accidents.
Yearly, the number of deaths in addition to fatalities rises dramatically owing to a variety of …
Yearly, the number of deaths in addition to fatalities rises dramatically owing to a variety of …
Application of IoT and Machine Learning for Real-time Driver Monitoring and Assisting Device
P Sharma, N Sood - 2020 11th International Conference on …, 2020 - ieeexplore.ieee.org
The increasing number of vehicles on Indian roads and low traffic rules enforcement lead to
multiple human-error induced crashes and fatalities. In this paper, we propose a driver …
multiple human-error induced crashes and fatalities. In this paper, we propose a driver …
The objective and subjective sleepiness voice corpora
Following patients with chronic sleep disorders involves multiple appointments between
doctors and patients which often results in episodic follow-ups with unevenly spaced …
doctors and patients which often results in episodic follow-ups with unevenly spaced …
Multi-index measurement of fatigue degree under the simulated monitoring task of a nuclear power plant
G Zhang, S Mei, K Xie, Z Yang - Nuclear Technology, 2021 - Taylor & Francis
The fatigue state of nuclear power operators is of vital importance to the safe operation of a
nuclear power plant. With the development of the digital manipulation interface in recent …
nuclear power plant. With the development of the digital manipulation interface in recent …