Academic Journal
Thermal Imaging for Respiration Monitoring in Sleeping Positions:A Single Camera is Enough
| العنوان: | Thermal Imaging for Respiration Monitoring in Sleeping Positions:A Single Camera is Enough |
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| المؤلفون: | Pires Alves, Raquel, van Meulen, Fokke, van Gastel, M.J.H., Verkruysse, Wim, Overeem, Sebastiaan, Zinger, Sveta, Stuijk, Sander |
| المصدر: | Pires Alves , R , van Meulen , F , van Gastel , M J H , Verkruysse , W , Overeem , S , Zinger , S & Stuijk , S 2024 , Thermal Imaging for Respiration Monitoring in Sleeping Positions : A Single Camera is Enough . in 2023 IEEE 13th International Conference on Consumer Electronics - Berlin, ICCE-Berlin 2023 . , 10375613 , Institute of Electrical and Electronics Engineers , pp. 220-225 , 2023 IEEE 13th International Conference on Consumer Electronics - Berlin (ICCE-Berlin) , Berlin , Germany , 3/09/23 . https://doi.org/10.1109/ICCE-Berlin58801.2023.10375613 |
| بيانات النشر: | Institute of Electrical and Electronics Engineers |
| سنة النشر: | 2024 |
| مصطلحات موضوعية: | thermal cameras, sleep, polysomnography, remote thermography, respiration rate, flow, res-piration rate |
| الوصف: | Polysomnography, the current gold standard for sleep monitoring, uses multiple obtrusive contact sensors for the assessment of respiration and flow. This could partially be overcome by using thermal cameras. For accurate estimation of breathing parameters, it is important to understand how many cameras should be used and where they should be placed during overnight recordings. This study used low-cost/low-resolution thermal cameras to collect videos from 25 healthy subjects to evaluate the optimal camera placement for the monitoring of respiration. The accuracy of the camera setup was measured for a different number of cameras and positions. For the different setups, the results show that the mean absolute error ranges between 17% and 22%, the precision between 83% and 85%, the sensitivity is 96%, and the F1-scores lie between 88% and 90%. Results for all setup variations are not statistically significantly different. These findings indicate that there is no necessity to compromise between experimental feasibility and signal quality, as the various setups examined did not exhibit a significant disparity in the tested parameters. |
| نوع الوثيقة: | article in journal/newspaper |
| وصف الملف: | application/pdf |
| اللغة: | English |
| DOI: | 10.1109/ICCE-Berlin58801.2023.10375613 |
| الاتاحة: | https://research.tue.nl/en/publications/3b2358a3-48ad-4246-a182-41a9f344ec17 https://doi.org/10.1109/ICCE-Berlin58801.2023.10375613 https://pure.tue.nl/ws/files/316691724/Thermal_Imaging_for_Respiration_Monitoring_in_Sleeping_Positions_A_Single_Camera_is_Enough_1_.pdf http://www.scopus.com/inward/record.url?scp=85182930529&partnerID=8YFLogxK |
| Rights: | info:eu-repo/semantics/openAccess |
| رقم الانضمام: | edsbas.4D36E41 |
| قاعدة البيانات: | BASE |
| DOI: | 10.1109/ICCE-Berlin58801.2023.10375613 |
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