Review on psychological stress detection using biosignals

G Giannakakis, D Grigoriadis… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
This review investigates the effects of psychological stress on the human body measured
through biosignals. When a potentially threatening stimulus is perceived, a cascade of …

Review of eye tracking metrics involved in emotional and cognitive processes

V Skaramagkas, G Giannakakis… - IEEE Reviews in …, 2021 - ieeexplore.ieee.org
Eye behaviour provides valuable information revealing one's higher cognitive functions and
state of affect. Although eye tracking is gaining ground in the research community, it is not …

[HTML][HTML] Towards an automatic early stress recognition system for office environments based on multimodal measurements: A review

A Alberdi, A Aztiria, A Basarab - Journal of biomedical informatics, 2016 - Elsevier
Stress is a major problem of our society, as it is the cause of many health problems and
huge economic losses in companies. Continuous high mental workloads and non-stop …

Driver stress detection via multimodal fusion using attention-based CNN-LSTM

L Mou, C Zhou, P Zhao, B Nakisa, MN Rastgoo… - Expert Systems with …, 2021 - Elsevier
Stress has been identified as one of major contributing factors in car crashes due to its
negative impact on driving performance. It is in urgent need that the stress levels of drivers …

Objective measures, sensors and computational techniques for stress recognition and classification: A survey

N Sharma, T Gedeon - Computer methods and programs in biomedicine, 2012 - Elsevier
Stress is a major growing concern in our day and age adversely impacting both individuals
and society. Stress research has a wide range of benefits from improving personal …

A survey of affective computing for stress detection: Evaluating technologies in stress detection for better health

S Greene, H Thapliyal… - IEEE Consumer …, 2016 - ieeexplore.ieee.org
As we become more aware of the connection between emotional states and physical health,
affective computing continues to rise as a field of interest. Affective computing uses both …

Psychophysiological responses to takeover requests in conditionally automated driving

N Du, XJ Yang, F Zhou - Accident Analysis & Prevention, 2020 - Elsevier
In SAE Level 3 automated driving, taking over control from automation raises significant
safety concerns because drivers out of the vehicle control loop have difficulty negotiating …

Cognitive heat: exploring the usage of thermal imaging to unobtrusively estimate cognitive load

Y Abdelrahman, E Velloso, T Dingler… - Proceedings of the …, 2017 - dl.acm.org
Current digital systems are largely blind to users' cognitive states. Systems that adapt to
users' states show great potential for augmenting cognition and for creating novel user …

Ten questions concerning the impact of environmental stress on office workers

M Awada, B Becerik-Gerber, R Liu… - Building and …, 2023 - Elsevier
We regularly face stress during our everyday activities, to the extent that stress is recognized
by the World Health Organization as the epidemic of the 21st century. Stress is how humans …

Validation of a light EEG-based measure for real-time stress monitoring during realistic driving

N Sciaraffa, G Di Flumeri, D Germano, A Giorgi… - Brain sciences, 2022 - mdpi.com
Driver's stress affects decision-making and the probability of risk occurrence, and it is
therefore a key factor in road safety. This suggests the need for continuous stress …