Results 21 to 30 of about 1,740 (178)

Combining EEG and eye-tracking for cognitive and physiological states monitoring: a systematic review [PDF]

Frontiers in Neuroergonomics
Monitoring situational awareness is critical in highly demanding environments where sustained attention and vigilance are essential for safety and performance.
Maria Rivas-Vidal, Maria Rivas-Vidal, Maria Rivas-Vidal, Alberto Calvo Cordoba, Cecilia E. García Cena, Fernando Daniel Farfán, Fernando Daniel Farfán, Fernando Daniel Farfán   +7 more
doaj   +2 more sources

Vision based Eye Closeness Classification for Driver’s Distraction and Drowsiness Using PERCLOS and Support Vector Machines: Comparative Study between RGB and Grayscale Images

Journal of Physics: Conference Series, 2019
Abstract Driver inattention and drowsiness are part causes of road accidents in Malaysia. Based on statistics from the Royal Malaysian Police (2016), deaths from road accidents amount is 7, 512 in 2016 compared to 6, 706 in 2015, which is the highest number of deaths recorded.
Anis Hazirah Rodzi, Zalhan Mohd Zin, Norazlin Ibrahim   +2 more
openaire   +2 more sources

Remote Photoplethysmography and Motion Tracking Convolutional Neural Network with Bidirectional Long Short-Term Memory: Non-Invasive Fatigue Detection Method Based on Multi-Modal Fusion [PDF]

Sensors
Existing vision-based fatigue detection methods commonly utilize RGB cameras to extract facial and physiological features for monitoring driver fatigue. These features often include single indicators such as eyelid movement, yawning frequency, and heart ...
Lingjian Kong, Kai Xie, Kaixuan Niu, Jianbiao He, Wei Zhang   +4 more
doaj   +2 more sources

Somatotopic disruption of the functional connectivity of the primary sensorimotor cortex in complex regional pain syndrome type 1. [PDF]

Hum Brain Mapp, 2023
This study demonstrates disturbances in the function and functional connectivity of the primary sensorimotor cortex of complex regional pain syndrome patients, likely contributing to their spontaneous pain. Abstract In complex regional pain syndrome (CRPS), the representation area of the affected limb in the primary sensorimotor cortex (SM1) reacts ...
Hotta J, Saari J, Harno H, Kalso E, Forss N, Hari R.   +5 more
europepmc   +2 more sources

Intelligent Eye Tracker Integrated with Cylindrical Capacitive Sensors for Chronic Fatigue Assessment. [PDF]

Adv Sens Res
A wearable capacitive eye tracker for chronic fatigue assessment is presented, utilizing cylindrically shaped capacitive sensors made of a carbon nanotube‐paper composite. By integrating a novel fatigue‐induction protocol with machine learning, the device achieves 0.75‐sensitivity and 0.73‐specificity, providing a practical alternative to existing ...
Li T, Park SH, Lee C, Kim S, Kwon Y, Kim H, Chung JH.   +6 more
europepmc   +2 more sources

PERCLOS Threshold for Drowsiness Detection during Real Driving

Journal of Vision, 2012
S. T. Lin, Y. Y. Tan, P. Y. Chua, L. K. Tey, C. H. Ang   +4 more
openaire   +2 more sources

System and Method for Driver Drowsiness Detection Using Behavioral and Sensor-Based Physiological Measures. [PDF]

Sensors (Basel), 2023
Bajaj JS, Kumar N, Kaushal RK, Gururaj HL, Flammini F, Natarajan R.   +5 more
europepmc   +3 more sources

Evaluation of a Fatigue Detector Using Eye Closure-Associated Indicators Acquired from Truck Drivers in a Simulator Study

Sensors, 2021
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 operation involved eight professional truck drivers, who drove the truck ...
Łukasz Dziuda, Paulina Baran, Piotr Zieliński, Krzysztof Murawski, Mariusz Dziwosz, Mariusz Krej, Marcin Piotrowski, Roman Stablewski, Andrzej Wojdas, Włodzimierz Strus, Henryk Gasiul, Marcin Kosobudzki, Alicja Bortkiewicz   +12 more
doaj   +1 more source

Geometric Brownian motion (GBM) random process model appears to be an excellent choice for modeling realizations of perclos signals [PDF]

Sleep Medicine, 2017
Ebrahimbabaie Varnosfaderani, Pouyan, Verly, Jacques   +1 more
openaire   +2 more sources

Environmental and Work Factors That Drive Fatigue of Individual Haul Truck Drivers

Mining, 2022
Many factors influence the fatigue state of human beings, and fatigue has a significant adverse effect on the health and safety of the haulage operators in the mine.
Elaheh Talebi, W. Pratt Rogers, Frank A. Drews   +2 more
doaj   +1 more source