[HTML][HTML] Predicting depression, anxiety, and stress levels from videos using the facial action coding system

M Gavrilescu, N Vizireanu - Sensors, 2019 - mdpi.com
We present the first study in the literature that has aimed to determine Depression Anxiety
Stress Scale (DASS) levels by analyzing facial expressions using Facial Action Coding …

Real-time mental stress detection using multimodality expressions with a deep learning framework

J Zhang, H Yin, J Zhang, G Yang, J Qin… - Frontiers in …, 2022 - frontiersin.org
Mental stress is becoming increasingly widespread and gradually severe in modern society,
threatening people's physical and mental health. To avoid the adverse effects of stress on …

[HTML][HTML] Video-based stress detection through deep learning

H Zhang, L Feng, N Li, Z **, L Cao - Sensors, 2020 - mdpi.com
Stress has become an increasingly serious problem in the current society, threatening
mankind's well-beings. With the ubiquitous deployment of video cameras in surroundings …

Deep-learning-based stress recognition with spatial-temporal facial information

T Jeon, HB Bae, Y Lee, S Jang, S Lee - Sensors, 2021 - mdpi.com
In recent times, as interest in stress control has increased, many studies on stress
recognition have been conducted. Several studies have been based on physiological …

Multimodal depression detection using deep learning in the workplace

B Manjulatha, S Pabboju - 2024 Fourth International …, 2024 - ieeexplore.ieee.org
Stress, followed by depression has become the most common phenomenon in modern work
environment. Early detection of depression is important to avoid health degradation and …

Emotional and physical stress detection and classification using thermal imaging technique

R Reshma - Annals of the Romanian Society for Cell Biology, 2021 - search.proquest.com
Classical stress detection strategies depend on psychological questionnaires [1] or
consultation [2]. Since the questionnaire depends greatly on the opinion given by people …

Non-intrusive Stress detection based on temporal emotion analysis in videos applying machine learning.

FA Ansari, P Peddi - Turkish Online Journal of Qualitative …, 2022 - search.ebscohost.com
Stress has become an embedded part of daily life in modern work environment. Continuous
exposure to stress affects physical and mental health of an individual. Early detection and …

[PDF][PDF] Survey on features extraction methods for stress assessment from videos

FA ANSARI - msrprojects.org
In modern work environment, stress is inevitable. Various work related factors like peer
pressure, timelines, quality expectations etc drive the employees to higher stress levels …