A cnn-based approach for driver drowsiness detection by real-time eye state identification

R Florez, F Palomino-Quispe, RJ Coaquira-Castillo… - Applied Sciences, 2023 - mdpi.com
Drowsiness detection is an important task in road safety and other areas that require
sustained attention. In this article, an approach to detect drowsiness in drivers is presented …

Driver distraction and fatigue detection in images using ME‐YOLOv8 algorithm

A Debsi, G Ling, M Al‐Mahbashi… - IET Intelligent …, 2024 - Wiley Online Library
Driving while inattentive or fatigued significantly contributes to traffic accidents and puts road
users at a significantly higher risk of collision. The rise in road accidents due to driver …

Novel Transfer Learning Approach for Driver Drowsiness Detection Using Eye Movement Behavior

HA Madni, A Raza, R Sehar, N Thalji… - IEEE Access, 2024 - ieeexplore.ieee.org
Driver drowsiness detection is a critical field of research within automotive safety, aimed at
identifying signs of fatigue in drivers to prevent accidents. Drowsiness impairs a driver's …

Medi-Watch: An Automated Patient Behavior Detection System

YM Farag, MS Ghobrial, PE Melad… - 2024 14th …, 2024 - ieeexplore.ieee.org
Medi-Watch aims to further improve patient care and monitoring within healthcare facilities
through the integration of IoT and at a lower cost. We have developed a comprehensive …

System for Detecting Drowsiness in Drivers

AR Panda, B Mondal, S Karmakar… - 2023 OITS …, 2023 - ieeexplore.ieee.org
The more the technologies are getting advanced more we can save human lives. From
historic days when we were not able to diagnose the illness of a person to the recent …

Driver Drowsiness-Detection System based on Transfer Learning and MC-KCF

H Dinesh, AP Kalyan, VS Raju… - 2023 8th …, 2023 - ieeexplore.ieee.org
The driver fatigue is an important issue in many vehicle accidents. According to a study by
Transport Research Wing, drowsy driving causes more than 1 lakh crashes, 71 thousand …

Road Mishap Prevention Using Driver State Detection

V Joag, I Moosani, T Bhosale - … on Intelligent Computing and Big Data …, 2024 - Springer
The suggested approach is based on a broad programme to improve traffic safety by
concentrating on the common problem of accidents brought on by tired and sleepy drivers in …

Advanced Safety System with Computer Vision-Based Eye Movement and Heart Rate Monitoring

M Jothibasu, SD Asshwanth, S Madhan… - … on Smart Systems …, 2024 - ieeexplore.ieee.org
Driver drowsiness remains a critical factor contributing to road accidents globally. In this
paper, we propose a novel approach to enhance driver drowsiness detection by leveraging …

Driver Monitoring based on Drowsiness and Yawning using YOLOv8

SS Aote, K Tank, A Khanna, V Padole… - … on Current Trends in …, 2024 - ieeexplore.ieee.org
The Samruddhi Mahamarg, a vital expressway, witnesses numerous accidents each year
due to driving hypnosis and drowsiness, especially on its long stretches. This thesis …

[PDF][PDF] Drowsiness and alcohol detection system using Arduino Uno

GHB Kline, FIB Bolivar, CNT Nacar… - … Journal of Research, 2024 - researchgate.net
This applied experimental research focuses on developing a drowsiness and alcohol
detection system using Arduino Uno technology. This device is intended for integration into …