Contact-free measurement of cardiac pulse based on the analysis of thermal imagery

被引:277
作者
Garbey, Marc
Sun, Nanfei
Merla, Arcangelo
Pavlidis, Ioannis [1 ]
机构
[1] Univ Houston, Dept Comp Sci, Houston, TX 77204 USA
[2] Fdn Univ Gabriele Dannunzio, Dept Clin Sci & Bioimaging, I-66100 Chieti, Italy
基金
美国国家科学基金会;
关键词
adaptive filtering; cardiac pulse; fast Fourier transform (FFT); medical imaging; thermal imaging;
D O I
10.1109/TBME.2007.891930
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
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.
引用
收藏
页码:1418 / 1426
页数:9
相关论文
共 24 条
[1]  
*ADINSTRUMENTS PAY, 2004, POWERLAB ADINSTRUMEN
[2]   APPLICATION OF ADAPTIVE FILTERS TO NONINVASIVE ACOUSTICAL DETECTION OF CORONARY OCCLUSIONS BEFORE AND AFTER ANGIOPLASTY [J].
AKAY, M ;
AKAY, YM ;
WELKOWITZ, W ;
SEMMLOW, JL ;
KOSTIS, JB .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1992, 39 (02) :176-184
[3]   Similarity in bilateral photoplethysmographic peripheral pulse wave characteristics at the ears, thumbs and toes [J].
Allen, J ;
Murray, A .
PHYSIOLOGICAL MEASUREMENT, 2000, 21 (03) :369-377
[4]  
ALLEN J, 2002, THERMOL INT, V12, P69
[5]  
AMINIAN K, 1992, P IEEE EMBS, V14, P2663
[6]  
BUDDHARAJU P, 2005, P IEEE C ADV VID SIG, P354
[7]   Photoplethysmographic assessment of pulse wave reflection -: Blunted response to endothelium-dependent beta2-adrenergic vasodilation in type II diabetes mellitus [J].
Chowienczyk, PJ ;
Kelly, RP ;
MacCallum, H ;
Millasseau, SC ;
Andersson, TLG ;
Gosling, RG ;
Ritter, JM ;
Änggård, EE .
JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 1999, 34 (07) :2007-2014
[8]   AN ALGORITHM FOR MACHINE CALCULATION OF COMPLEX FOURIER SERIES [J].
COOLEY, JW ;
TUKEY, JW .
MATHEMATICS OF COMPUTATION, 1965, 19 (90) :297-&
[9]  
Garbey M, 2004, PROC CVPR IEEE, P356
[10]  
Greneker EF, 1997, IEE CONF PUBL, P150, DOI 10.1049/cp:19971650