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[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 …
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 …
threatening people's physical and mental health. To avoid the adverse effects of stress on …
[HTML][HTML] Video-based stress detection through deep learning
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 …
mankind's well-beings. With the ubiquitous deployment of video cameras in surroundings …
Deep-learning-based stress recognition with spatial-temporal facial information
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 …
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 …
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 …
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 …
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 …
pressure, timelines, quality expectations etc drive the employees to higher stress levels …