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Updated: Jul 19, 2026

Calculating Heart Rate Variability from ECG Data from Youth with Cerebral Palsy During Active Video Game Sessions
Published on: June 5, 2019
Heart rate measurement based on a time-lapse image.
1Graduate School of Humanities and Sciences, Ochanomizu University, Tokyo, Japan. c_takano@a.toshima.ne.jp
This study introduces a non-contact device using CCD camera imaging to measure respiratory and pulse rates simultaneously. The novel method demonstrates high accuracy, correlating well with traditional monitoring techniques.
Area of Science:
- Biomedical Engineering
- Physiological Monitoring
- Medical Imaging
Background:
- Accurate and simultaneous measurement of vital signs like respiratory and pulse rates is crucial for patient monitoring.
- Current methods often require physical contact, which can be intrusive or impractical in certain clinical settings.
Purpose of the Study:
- To develop and validate a non-contact, non-invasive device for simultaneous measurement of respiratory and pulse rates.
- To assess the accuracy of the developed device by comparing its measurements with established methods.
Main Methods:
- Utilized a Charge-Coupled Device (CCD) camera to capture time-lapse skin images.
- Analyzed changes in average image brightness within a region of interest (ROI) over 30 seconds.
- Applied signal processing techniques including interpolation, first-order derivative, a 2 Hz low-pass filter, and sixth-order auto-regressive (AR) spectral analysis.
Main Results:
- The AR spectral analysis successfully identified two distinct peaks corresponding to respiratory (approx. 0.3 Hz) and heart rates (approx. 1.2 Hz).
- Achieved high correlation coefficients: 0.90 for heart rate and 0.93 for respiratory rate compared to a pulse oximeter and thermistor.
- Demonstrated the device's capability to measure both vital signs simultaneously and accurately in healthy subjects.
Conclusions:
- The developed non-contact device offers a promising, accurate, and non-invasive method for simultaneous respiratory and pulse rate monitoring.
- This technology has potential applications in various healthcare settings where traditional monitoring methods are challenging.
- Further research could explore its efficacy in diverse patient populations and clinical conditions.
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