A survey on state-of-the-art drowsiness detection techniques

M Ramzan, HU Khan, SM Awan, A Ismail, M Ilyas… - IEEE …, 2019 - ieeexplore.ieee.org
Drowsiness or fatigue is a major cause of road accidents and has significant implications for
road safety. Several deadly accidents can be prevented if the drowsy drivers are warned in …

Real-time system for monitoring driver vigilance

LM Bergasa, J Nuevo, MA Sotelo… - IEEE Transactions …, 2006 - ieeexplore.ieee.org
This paper presents a nonintrusive prototype computer vision system for monitoring a
driver's vigilance in real time. It is based on a hardware system for the real-time acquisition …

Microneedle array electrode-based wearable EMG system for detection of driver drowsiness through steering wheel grip

AT Satti, J Kim, E Yi, H Cho, S Cho - Sensors, 2021 - mdpi.com
Driver drowsiness is a major cause of fatal accidents throughout the world. Recently, some
studies have investigated steering wheel grip force-based alternative methods for detecting …

An intelligent noninvasive sensor for driver pulse wave measurement

Y Lin, H Leng, G Yang, H Cai - IEEE Sensors Journal, 2007 - ieeexplore.ieee.org
Noninvasive sensors to detect human physiological parameters are becoming more and
more important. This is especially useful to monitor driver state as driver-vehicle system is a …

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 …

Vigilance monitoring for operator safety: A simulation study on highway driving

AV Desai, MA Haque - Journal of safety research, 2006 - Elsevier
INTRODUCTION: Alertness of individuals operating vehicles, aircrafts, and machinery is a
pre-requisite for safety of the individual and for avoiding economic losses. In this paper, we …

A systematic review on analysis of automatic drowsiness detection for preventing road accidents

EM Bearly, R Chitra - Multimedia Tools and Applications, 2024 - Springer
Fatigue or drowsiness poses a significant threat to road safety and is a major contributor to
accidents. Promptly warning drowsy drivers can prevent numerous fatal accidents. Various …

[PDF][PDF] Progress with situation assessment and risk prediction in advanced driver assistance systems: A survey

E Rendon-Velez, I Horváth, EZ Opiyo - Proceedings of the 16th ITS World …, 2009 - Citeseer
In the field of automotive safety, advanced driver assistance systems (ADAS) are receiving
growing attention. Effective ADAS requires awareness of the actual driving situation, a …

An experimental study on physiological parameters toward driver emotion recognition

H Leng, Y Lin, LA Zanzi - Ergonomics and Health Aspects of Work with …, 2007 - Springer
Although many emotion recognition methods have been developed, monitoring a driver's
emotions during driving is still a challenge because some special requirements must be met …

Real-time system for monitoring driver vigilance

LM Bergasa, J Nuevo - … of the IEEE International Symposium on …, 2005 - ieeexplore.ieee.org
In this paper we present a non-intrusive prototype computer vision system for real-time
monitoring driver's vigilance. It is based on a hardware system, for real time acquisition of …