Title :
Contact-Free Measurement of Cardiac Pulse Based on the Analysis of Thermal Imagery
Author :
Garbey, Marc ; Sun, Nanfei ; Merla, Arcangelo ; Pavlidis, Ioannis
Author_Institution :
Houston Univ., Houston
Abstract :
We have developed a novel method to measure human cardiac pulse at a distance. It is based on the information contained in the thermal signal emitted from major superficial vessels. This signal is acquired through a highly sensitive thermal imaging system. Temperature on the vessel is modulated by pulsative blood flow. To compute the frequency of modulation (pulse), we extract a line-based region along the vessel. Then, we apply fast Fourier transform (FFT) to individual points along this line of interest to capitalize on the pulse´s thermal propagation effect. Finally, we use an adaptive estimation function on the average FFT outcome to quantify the pulse. We have carried out experiments on a data set of 34 subjects and compared the pulse computed from our thermal signal analysis method to concomitant ground-truth measurements obtained through a standard contact sensor (piezo-electric transducer). The performance of the new method ranges from 88.52% to 90.33% depending on the clarity of the vessel´s thermal imprint. To the best of our knowledge, it is the first time that cardiac pulse has been measured several feet away from a subject with passive means.
Keywords :
adaptive estimation; biomedical measurement; biomedical optical imaging; biothermics; blood vessels; cardiovascular system; fast Fourier transforms; haemodynamics; infrared imaging; FFT; adaptive estimation function; cardiac pulse measurement; contact-free measurement; fast Fourier transform; pulsative blood flow; superficial vessels; thermal imagery; thermal propagation effect; thermal signal; Anthropometry; Blood flow; Data mining; Fast Fourier transforms; Frequency modulation; Humans; Image analysis; Pulse measurements; Pulse modulation; Temperature sensors; Adaptive filtering; cardiac pulse; fast Fourier transform (FFT); medical imaging; thermal imaging; Algorithms; Computer Simulation; Diagnosis, Computer-Assisted; Electrocardiography; Heart Rate; Humans; Models, Biological; Reproducibility of Results; Sensitivity and Specificity; Skin Temperature; Thermography;
Journal_Title :
Biomedical Engineering, IEEE Transactions on
DOI :
10.1109/TBME.2007.891930