IOT Based Stress Detection and Health Monitoring System

Padmaja, N.; Anusha, A.; Manaswi, D.V.S; Kumar, Britto S. Ramesh

doi:10.29042/2020-10-2-161-167

Cited by 8 publications

(1 citation statement)

References 2 publications

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“…The process of recording, processing and imaging infrared radiation, invisible to the naked eye and perceived as heat, has become the point of many researchers' interest (Panicker & Gayathri, 2019;Shanmugasundaram et al, 2019;Gedam & Paul, 2020). Receiving data, information about the temperature distribution on the surface of the tested object or a set of objects, allowed researchers to implement thermography in many areas, for example: industry, medicine, energy, military, mechanics, construction (Anusha et al, 2020;Kyriakou et al, 2019;Nath & Thapliyal, 2021;Pereira & Hallock, 2021). The most commonly used cameras are typically industrial camerasstationary or portable.…”

Section: Introductionmentioning

confidence: 99%

Application of Thermal Imaging Cameras for Smartphone: Seek Thermal Compact Pro and Flir One Pro for Human Stress Detection – Comparison and Study

BARAN

2024

Appl. Comput. Sci.

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Thermography as an innovative diagnostic technique with non-contact temperature measurement is used in many industries – science, industry, medicine, and security. When using thermography in the field of health, images and images sequences obtained from thermal imaging cameras allow to record the temperature distribution in order to further recognize whether the state of the body is consistent with the defined parameters or whether there are deviations. However, it is worth paying attention to the measurement accuracy of thermal imaging cameras, their specification, and image quality of thermograms. In the case of recording stress states, measurement discrepancies between thermal imaging cameras for smartphone may affect the final results. Therefore, this article focuses on the comparison of the possibility of recording and detecting stress using two smartphone thermal imaging cameras: SEEK THERMAL Compact Pro and FLIR ONE Pro. The specifications of both cameras were compared. At the same time, the possibility of recording stress using smartphone thermal imaging cameras was confirmed on the basis of an exemplary study. The results of the comparison and analysis show that smartphone thermography can be a quick registration and diagnostic method in behavioral-biomedical issues.

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Section: Introductionmentioning

confidence: 99%

Application of Thermal Imaging Cameras for Smartphone: Seek Thermal Compact Pro and Flir One Pro for Human Stress Detection – Comparison and Study

BARAN

2024

Appl. Comput. Sci.

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StressSense: An IoT-Enabled Platform for Stress Level Prediction, Prevention, and Methods There of

Gandhala,

Joshi,

Das

et al. 2024

Lecture Notes in Electrical Engineering

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Stress detection and monitoring based on low-cost mobile thermography

Baran

2021

Procedia Computer Science

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The high level of stress in modern life is one of the huge problems of the 21st century society, especially in the context of the Covid-19 pandemic. With the pandemic, the need for inexpensive, portable and easy-to-use health monitoring tools (mental and physical) has increased. Of particular importance here is mobile (smartphone) thermography, as it enables the initial detection and self-control of stress, which being intensified nowadays, is the cause of many diseases, depression and health problems. The smartphone thermal imaging camera responds to the strict sanitary guidelines, offering contact-free, painless and non-invasive operation. Additionally, it is included in the group of low-cost solutions available for home use. It is an alternative to commonly used (often expensive and unavailable to everyone): EMG, ECG, EEG, GSR or other high-cost stress detection tools. Thermal imaging by analyzing abnormalities or temperature changes allows for detection application. Therefore, the aim of this work is to determine the possibilities of a low-budget mobile thermal imaging camera in detecting stress, detecting and analyzing stress by identifying the characteristics of psychophysiological signals with the individual characteristics of the participants, along with the correlation. The participants’ reactions to the film introducing stress tension up to the climax of the action were recorded thermographically. Data was processed in OpenCV. In the usual observation, stress often remained unnoticed. However, the thermographic analysis provided detailed information on the impact of the film’s stressful situation on the participants, with the possibility of distinguishing the stages of stress. The results of the preliminary pilot study were presented, which indicated the variability of temperature and heart rate as important indicators of stress – with the simultaneous significance of individual characteristics of the participant. Smartphone stress thermography is a promising method of monitoring human stress, especially at home.

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IOT Based Stress Detection and Health Monitoring System

Cited by 8 publications

References 2 publications

Application of Thermal Imaging Cameras for Smartphone: Seek Thermal Compact Pro and Flir One Pro for Human Stress Detection – Comparison and Study

Application of Thermal Imaging Cameras for Smartphone: Seek Thermal Compact Pro and Flir One Pro for Human Stress Detection – Comparison and Study

StressSense: An IoT-Enabled Platform for Stress Level Prediction, Prevention, and Methods There of

Stress detection and monitoring based on low-cost mobile thermography

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