TY - JOUR
T1 - Contact-free measurement of cardiac pulse based on the analysis of thermal imagery
AU - Garbey, Marc
AU - Sun, Nanfei
AU - Merla, Arcangelo
AU - Pavlidis, Ioannis
N1 - Funding Information:
Manuscript received February 21, 2006; revised November 29, 2006. This work was supported in part by the National Science Foundation (NSF) under Grant IIS-0414754. Any opinions, findings, and conclusions or recommendations expressed in this material are those of the authors and do not necessarily reflect the views of the funding agency. M. Garbey and N. Sun are with the Department of Computer Science, University of Houston, Houston, TX 77204-0101 USA. *I. Pavlidis is with the Department of Computer Science, University of Houston, Houston, TX 77204-0101 USA (e-mail: [email protected]). A. Merla is with the Department of Clinical Sciences and Bioimaging, Fon-dazione Università Gabriele d’Annunzio - Chieti, 66100 Chieti, Italy. Digital Object Identifier 10.1109/TBME.2007.891930
Funding Information:
Research activity involving human subjects has been reviewed and approved by the University of Houston Committee for the Protection of Human Subjects. The authors would like to thank all the volunteer subjects who participated in their test population. They would also like to thank Dr. E. Glinert from the National Science Foundation (NSF) for his support and encouragement in this nascent technology effort. Equally, they would like to thank Dr. J. Levine from the Mayo Graduate School of Medicine for his valuable feedback.
Funding Information:
While at the University of Houston, his research was supported by the National Science Foundation. His research interests include thermal imaging, computer vision, pattern recognition, and digital signal processing.
Copyright:
Copyright 2009 Elsevier B.V., All rights reserved.
PY - 2007/8
Y1 - 2007/8
N2 - 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.
AB - 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.
KW - Adaptive filtering
KW - Cardiac pulse
KW - Fast Fourier transform (FFT)
KW - Medical imaging
KW - Thermal imaging
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U2 - 10.1109/TBME.2007.891930
DO - 10.1109/TBME.2007.891930
M3 - Article
C2 - 17694862
AN - SCOPUS:34447529106
SN - 0018-9294
VL - 54
SP - 1418
EP - 1426
JO - IEEE Transactions on Biomedical Engineering
JF - IEEE Transactions on Biomedical Engineering
IS - 8
ER -