Fatigue detection using artificial intelligence framework

V Parekh, D Shah, M Shah - Augmented Human Research, 2020 - Springer
Technological advances in healthcare have saved innumerable patients and are
continuously improving our quality of life. Fatigue among health indicators of individuals has …

A Review of Driver Drowsiness Detection Systems: Techniques, Advantages and Limitations

I Nasri, M Karrouchi, K Kassmi, A Messaoudi - arXiv preprint arXiv …, 2022 - arxiv.org
Driver Drowsiness is one of the most factors of road accidents, leading to severe injuries and
deaths every year. Drowsiness means difficulty staying awake, which can lead to falling …

[PDF][PDF] Real time eye blinking detection and tracking using opencv

D Pimplaskar, MS Nagmode, A Borkar - technology, 2015 - academia.edu
Robust and accurate algorithm in real time eye tracking system has been a fundamental and
challenging problem for computer vision. This paper proposed a new method to estimate …

[PDF][PDF] Experimental study on assessment on impact of biometric parameters on drowsiness based on yawning and head movement using support vector machine

P Gundgurti, B Patil, V Hemadri… - International journal of …, 2013 - researchgate.net
Diver fatigueness is an important factor in a large number of accidents. Therefore early
detection of fatigued state has become necessary to develop the detection system. In this …

Mental Fatigue Quantification by Physiological and Neurophysiological Techniques: An Overview

R Kumar, P Kalra, AK Lall - Ergonomics in Caring for People: Proceedings …, 2018 - Springer
Mental fatigue needs to be an essential part of industrial engineering and ergonomics. Risk
assessment techniques like OCRA, REBA, etc., digital human modeling like DELMIA …

[PDF][PDF] Fuzzy logic decision support system for hypovigilance detection based on CNN feature extractor and WN classifier

I Teyeb, A Snoun, O Jemai, M Zaied - Journal of Computer …, 2018 - researchgate.net
Fatigue and drowsiness are among the main causes of traffic accidents, just behind
excessive speed and alcoholism. This paper deals with the problem of road safety. It …

A Comprehensive Review of Driver Drowsiness Detection Systems and Applied Technologies

A Gupta, A Tiwari, AS Chauhan… - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
Drowsiness among drivers is a significant contributing factor to traffic injuries, leading to a
yearly toll of severe injuries and fatalities. This study reviews the literature in-depth on …

Real-time driver fatigue monitoring with a dynamic Bayesian network model

I Bani, B Akrout, W Mahdi - Digital Health Approach for Predictive …, 2019 - Springer
In this chapter, our objective is to detect the driver fatigue state. To this end, we have
integrated the most relevant causes and effects of fatigue in a dynamic Bayesian network …

Finding approximate head orientation in non-intrusive environment with single camera

P Abhyankar, BF Momin - 2015 International Conference on …, 2015 - ieeexplore.ieee.org
Finding head orientation is an important issue in Human Computer Interaction (HCI) for
disabled people. It also has applications ranging from drivers attention estimation to …

[PDF][PDF] International journal of engineering sciences & management

B Sarmah, D Chakrabarty… - Int. J. of Engg. Sci. & Mgmt …, 2015 - researchgate.net
ABSTRACT In the Construction of Random number Table, Rand Corporation applied some
mechanical techniques for generating the random numbers. The numbers in the table have …