Breathing Analysis Using Thermal and Depth Imaging Camera Video Records
AbstractThe paper is devoted to the study of facial region temperature changes using a simple thermal imaging camera and to the comparison of their time evolution with the pectoral area motion recorded by the MS Kinect depth sensor. The goal of this research is to propose the use of video records as alternative diagnostics of breathing disorders allowing their analysis in the home environment as well. The methods proposed include (i) specific image processing algorithms for detecting facial parts with periodic temperature changes; (ii) computational intelligence tools for analysing the associated videosequences; and (iii) digital filters and spectral estimation tools for processing the depth matrices. Machine learning applied to thermal imaging camera calibration allowed the recognition of its digital information with an accuracy close to 100% for the classification of individual temperature values. The proposed detection of breathing features was used for monitoring of physical activities by the home exercise bike. The results include a decrease of breathing temperature and its frequency after a load, with mean values −0.16 °C/min and −0.72 bpm respectively, for the given set of experiments. The proposed methods verify that thermal and depth cameras can be used as additional tools for multimodal detection of breathing patterns. View Full-Text
- Supplementary File 1:
ZIP-Document (ZIP, 5528 KB)
Scifeed alert for new publicationsNever miss any articles matching your research from any publisher
- Get alerts for new papers matching your research
- Find out the new papers from selected authors
- Updated daily for 49'000+ journals and 6000+ publishers
- Define your Scifeed now
Procházka, A.; Charvátová, H.; Vyšata, O.; Kopal, J.; Chambers, J. Breathing Analysis Using Thermal and Depth Imaging Camera Video Records. Sensors 2017, 17, 1408.
Procházka A, Charvátová H, Vyšata O, Kopal J, Chambers J. Breathing Analysis Using Thermal and Depth Imaging Camera Video Records. Sensors. 2017; 17(6):1408.Chicago/Turabian Style
Procházka, Aleš; Charvátová, Hana; Vyšata, Oldřich; Kopal, Jakub; Chambers, Jonathon. 2017. "Breathing Analysis Using Thermal and Depth Imaging Camera Video Records." Sensors 17, no. 6: 1408.
Note that from the first issue of 2016, MDPI journals use article numbers instead of page numbers. See further details here.