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Published on: September 8, 2023
ThermalWrist: Smartphone Thermal Camera Correction Using a Wristband Sensor †
Hiroki Yoshikawa1, Akira Uchiyama2, Teruo Higashino3
1Graduate School of Information Science and Technology, Osaka University, Osaka 565-0871, Japan. h-yoshikawa@ist.osaka-u.ac.jp.
Smartphone thermal cameras can now accurately measure human body temperature using ThermalWrist, a new dynamic offset correction method. This technique combines thermal images with wristband sensor data, significantly improving temperature monitoring accuracy.
Area of Science:
- Biomedical Engineering
- Computer Vision
- Sensor Technology
Background:
- Smartphone thermal cameras are valuable for healthcare but lack accuracy for human body temperature monitoring.
- Small sensor sizes make smartphone thermal images susceptible to temperature fluctuations.
Purpose of the Study:
- To introduce ThermalWrist, a novel dynamic offset correction method for smartphone thermal imaging.
- To enhance the accuracy of absolute temperature measurements from smartphone thermal cameras.
Main Methods:
- Utilized the inherent reliability of relative temperatures in thermal images.
- Combined smartphone thermal images with absolute temperature data from a wristband sensor.
- Developed a dynamic offset correction algorithm (ThermalWrist).
Main Results:
- Reduced mean absolute error in face temperature measurement by 49.4%.
- Decreased standard deviation of face temperature measurement error by 64.9%.
- Increased Pearson's correlation coefficient by 112%, indicating improved accuracy.
Conclusions:
- ThermalWrist significantly improves the accuracy of human body temperature monitoring using smartphone thermal cameras.
- The method is effective in typical indoor environments (≥22.91 °C).
- This technology holds promise for remote health monitoring and research applications.
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