Measurement and Instrumentation for Mental Stress Detection in Humans

The paper reviews various techniques for detecting mental stress through physiological, psychological, and behavioral indicators. Stress, defined as an emotional tension leading to physical and psychological responses, can be categorized into acute and chronic forms, with diverse origins such as environmental, psychological, or physical. The paper emphasizes the importance of measuring stress using instruments like electrocardiograms (ECG), electroencephalograms (EEG), and galvanic skin response (GSR). Hormonal markers such as cortisol and adrenaline, alongside brain wave patterns, are also discussed as reliable stress indicators. While these traditional techniques offer accuracy, modern approaches such as thermal imaging for facial analysis combined with machine learning models are highlighted as promising tools for non-contact, real-time stress detection. Wearable devices integrated with sensor technology are further explored for their potential in personalized stress management solutions.

Authors

Publication Details

Journal
IEEE Instrumentation & Measurement Magazine
Published
2025-03-31
DOI
https://doi.org/10.1109/mim.2025.10946259
Citations
1
Primary Topic
Non-Invasive Vital Sign Monitoring
Type
article
Field-Weighted Citation Impact
0.67
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Measurement and Instrumentation for Mental Stress Detection in Humans

Anushree Basu, Anirban Dasgupta
1 citations
IEEE Instrumentation & Measurement Magazine
Non-Invasive Vital Sign Monitoring
0.67
article

Measurement and Instrumentation for Mental Stress Detection in Humans

Anushree Basu, Anirban Dasgupta
article en
1 citations

Abstract

The paper reviews various techniques for detecting mental stress through physiological, psychological, and behavioral indicators. Stress, defined as an emotional tension leading to physical and psychological responses, can be categorized into acute and chronic forms, with diverse origins such as environmental, psychological, or physical. The paper emphasizes the importance of measuring stress using instruments like electrocardiograms (ECG), electroencephalograms (EEG), and galvanic skin response (GSR). Hormonal markers such as cortisol and adrenaline, alongside brain wave patterns, are also discussed as reliable stress indicators. While these traditional techniques offer accuracy, modern approaches such as thermal imaging for facial analysis combined with machine learning models are highlighted as promising tools for non-contact, real-time stress detection. Wearable devices integrated with sensor technology are further explored for their potential in personalized stress management solutions.

IEEE Instrumentation & Measurement MagazineVol. 28(2)
Gender equality
Openalex Percentile: Top 33%
Non-Invasive Vital Sign Monitoring
0.67
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.