Contactless Health Monitoring with AI

Part I: camera based health monitoring

Camera based health monitoring: from research to applications (1 hour)

(1) Fundamentals of measurement

    • Human physiology: cardiovascular and respiratory systems, heart bumps, pulmonary circulation, oxygen/co2 transport and exchange, arterial and venous blood, blood volume changes, etc.
    • Skin optics: skin composition and structure, light penetration depth into skin, light interactions with skin tissues and absorbers (scattering and absorption), skin reflection, wavelength dependency, etc.


(2) Measurement setups and methods:

    • Camera setups: multi-cameras system, RGB2NIR (dual-band), low-light cameras, thermal cameras
    • Light source unit: broad-band illumination LED
    • Reference: contact-PPG/ECG, CO2 capno, human annotations
    • Measured signs/activities: heart rate (DIS, CNN), breathing rate (Color/2D ProCor), posture from physiological measurement, thermal classification on breathing patterns, patient comfort/discomfort classification, etc.


(3) Applications/products:

    • VitalEye respiratory/cardiac gating


(4) Q & A (10 min)