DocumentCode :
3251497
Title :
A method to detect cardiac arrhythmias with a webcam
Author :
Kyal, Survi ; Mestha, Lalit K. ; Beilei Xu ; Couderc, Jean-Philippe
Author_Institution :
Xerox Res. Center Webster, Xerox Corp., Webster, MA, USA
fYear :
2013
fDate :
7-7 Dec. 2013
Firstpage :
1
Lastpage :
5
Abstract :
We describe a novel method to detect the presence of atrial fibrillation (A-Fib) by video recording of the face of a patient. The signal processing algorithm extracts A-Fib episodes by processing time-series signals generated by video images in a remote sensing environment. The process removes the non-stationary components of the green component of the RGB signal. Beat-to-beat pulse points are detected using an adaptive threshold technique; the successive thresholds are based on variations detected in previous magnitudes of the pulse peaks. The existence of cardiac arrhythmia is determined by quantifying the variability of the peak-to-peak intervals. We report preliminary results of our on-going study on six subjects undergoing electro-cardioversion for persistent A-Fib.
Keywords :
diseases; electrocardiography; feature extraction; image sensors; medical image processing; photoplethysmography; time series; video recording; video signal processing; A-Fib episode extraction; RGB signal; adaptive threshold technique; atrial fibrillation; beat-to-beat pulse points; cardiac arrhythmia detection; electrocardioversion; nonstationary components; patient face; peak-to-peak intervals; remote sensing environment; signal processing algorithm; time-series signal processing; video images; video recording; webcam; Atrial fibrillation; Band-pass filters; Electrocardiography; Face; Finite impulse response filters; Monitoring; Webcams; atrial fibrillation; beat-to-beat / peak-to-peak intervals; cardiac arrhythmia; video photoplethysmography; video processing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing in Medicine and Biology Symposium (SPMB), 2013 IEEE
Conference_Location :
Brooklyn, NY
Type :
conf
DOI :
10.1109/SPMB.2013.6736785
Filename :
6736785
Link To Document :
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