Using Contactless Facial Image Recognition Technology to Detect Blood Oxygen Saturation
Jui-Chuan Cheng1, Tzung-Shiarn Pan1, Wei-Cheng Hsiao2
1Department of Electronic Engineering, National Kaohsiung University of Science and Technology, Kaohsiung 80782, Taiwan.
Bioengineering (Basel, Switzerland)
|May 27, 2023
Summary
This study developed a non-contact method to monitor blood oxygen saturation (SpO2) using a network camera and remote photoplethysmography (RPPG). The technique achieved high accuracy with minimal error, offering a convenient home health monitoring solution.
Area of Science:
- Biomedical Engineering
- Optical Sensing
- Health Informatics
Background:
- COVID-19 pandemic highlighted the need for remote patient monitoring.
- Low blood oxygen levels (SpO2) are critical indicators of respiratory distress.
- Existing monitoring methods can be invasive or require specialized equipment.
Purpose of the Study:
- To develop and validate a non-contact method for measuring blood oxygen saturation (SpO2) using a general network camera.
- To assess the accuracy and efficiency of the proposed remote photoplethysmography (RPPG) technique.
- To explore the feasibility of integrating SpO2 monitoring into everyday devices like smartphones.
Main Methods:
- Utilized a network camera to capture facial images (forehead area).
- Applied remote photoplethysmography (RPPG) principles with image signal processing of red and blue light waves.
- Calculated SpO2 by analyzing light reflection, standard deviation, and mean values.
Main Results:
- Achieved a maximum error of 2% when compared to a certified blood oxygen meter.
- Measurement time was significantly reduced to 30 seconds, outperforming other studies.
- Demonstrated the influence of illuminance on experimental SpO2 values.
Conclusions:
- The developed RPPG method offers a cost-effective, convenient, and safe approach for home SpO2 monitoring.
- This technology has potential for integration into smartphones and laptops for widespread personal health management.
- The non-contact SpO2 detection provides a valuable tool for individuals needing regular oxygen level checks.
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