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  1. Home
  2. Research
  3. Interface
  4. Contactless Biometric Screening

Contactless Biometric Screening

AI-powered video analysis that measures heart rate, oxygen levels, and stress from facial skin color changes
Back to InterfaceView interactive version

Contactless biometric screening uses AI-powered remote photoplethysmography (rPPG) to measure vital signs including heart rate, heart rate variability, blood oxygen levels, and stress indicators from video analysis of facial skin color changes. The technology analyzes subtle color variations in facial skin caused by blood flow, extracting cardiovascular and respiratory information without any physical contact or wearable devices. AI algorithms process the video data to filter out noise, account for lighting variations, and extract accurate biometric measurements.

The contactless approach makes health monitoring accessible in diverse non-clinical settings including public facilities, corporate wellness programs, airports, schools, and smart city environments. The technology enables large-scale health screening, early detection of health issues, and population health monitoring without requiring individuals to wear devices or visit medical facilities. Applications include fever screening, stress monitoring in workplaces, general wellness checks, and public health surveillance. The technology is particularly valuable for screening large numbers of people quickly, identifying individuals who may need further medical evaluation, and providing convenient health monitoring in everyday environments. This democratizes access to basic health screening and enables proactive health management.

Technology Readiness Level
5/9Validated
Impact
3/5Medium
Investment
3/5Medium
Category
Applications

Related Organizations

Binah.ai logo
Binah.ai

Israel · Company

95%

Provides a video-based health monitoring SDK that extracts vital signs (HR, HRV, SpO2, respiration) from a smartphone camera feed.

Developer
NuraLogix logo
NuraLogix

Canada · Company

95%

Developers of Anura, an AI platform that measures blood pressure, heart rate, and stress levels via 30-second video selfies using Transdermal Optical Imaging.

Developer
Lifelight (Xim Ltd) logo
Lifelight (Xim Ltd)

United Kingdom · Company

92%

A medical-grade contactless vital signs monitor that measures blood pressure, pulse, and respiration using a device's camera.

Developer
Biospectal logo
Biospectal

Switzerland · Startup

90%

Software solution that uses smartphone cameras (optical sensors) to measure blood pressure via fingertip placement.

Developer
FaceHeart logo
FaceHeart

Taiwan · Startup

90%

An AI startup spun out of National Chiao Tung University that develops video-based contactless vital sign measurement software.

Developer
Happitech logo
Happitech

Netherlands · Company

90%

Develops CE-certified heart rhythm monitoring technology using smartphone cameras to detect Atrial Fibrillation (AFib).

Developer
MIT Media Lab logo
MIT Media Lab

United States · Research Lab

90%

Home of the Affective Computing research group led by Rosalind Picard.

Researcher
MX Labs logo
MX Labs

Poland · Startup

90%

Creators of Shen.AI, a computer vision technology for remote vital sign monitoring and health screening via smartphone cameras.

Developer
PanopticAI logo
PanopticAI

HK · Startup

88%

Develops Vitals, a camera-based health monitoring software using rPPG for wellness and telemedicine applications.

Developer
Vastmindz logo
Vastmindz

United Kingdom · Startup

88%

Provides an API that extracts physiological data from video feeds using rPPG, focused on corporate wellness and telehealth.

Developer
Google logo
Google

United States · Company

85%

Creators of CausalImpact, a package for causal inference using Bayesian structural time-series.

Deployer

Supporting Evidence

Paper

Remote photoplethysmography for health assessment: a review informed by IntelliProve technology

Frontiers in Digital Health · Jan 5, 2026

A comprehensive review of remote photoplethysmography (rPPG) for assessing biomarkers like heart rate, respiration rate, and oxygen saturation using standard cameras, highlighting its application in accessible health monitoring.

Support 95%Confidence 98%

Paper

VitalLens 2.0: High-Fidelity rPPG for Heart Rate Variability Estimation from Face Video

arXiv · Oct 30, 2025

Introduction of VitalLens 2.0, a deep learning model trained on 1,413 individuals that significantly improves the accuracy of estimating heart rate variability (HRV) and respiratory rate from face video.

Support 92%Confidence 75%

Article

Facial video photoplethysmography for measuring average and instantaneous heart rate: a pilot validation study

Shen.AI · Dec 4, 2025

A pilot validation study demonstrating that facial video photoplethysmography (vPPG) can measure heart rate with accuracy comparable to ECG, achieving a mean absolute error of 0.1 bpm for 60-second windows.

Support 89%Confidence 90%

Article

Estimating heart rate variability using facial video photoplethysmography: a pilot validation study

Shen.AI · Apr 4, 2025

Validation of HRV estimation from 1-minute face scans using vPPG, showing strong correlation (r = 0.98 for SDNN) with ECG readings.

Support 88%Confidence 90%

Connections

Hardware
Hardware
Contactless Wi-Fi Sensing

Monitors heart rate, breathing, and presence by analyzing how Wi-Fi signals reflect off the human body

Technology Readiness Level
4/9
Impact
3/5
Investment
3/5
Applications
Continuous Cuffless Blood Pressure

Wearable sensors that track blood pressure continuously without inflatable cuffs

Technology Readiness Level
9/9
Impact
3/5
Investment
3/5
Hardware
Vital Signs Monitoring Radar

Contactless monitoring of heart rate and breathing using low-power radio waves

Technology Readiness Level
4/9
Impact
3/5
Investment
3/5
Ethics & Security
Ethics & Security
Responsible Biometrics

Biometric identity verification designed with privacy, fairness, and data protection built in

Technology Readiness Level
4/9
Impact
3/5
Investment
3/5
Software
On-Device AI Bio-Signal Processing

Chips that analyze heart, brain, and muscle signals locally without cloud connectivity

Technology Readiness Level
4/9
Impact
3/5
Investment
3/5
Ethics & Security
Ethics & Security
AI-Powered Access Control

Security systems that use AI to verify identity through biometrics and behavioral patterns

Technology Readiness Level
4/9
Impact
3/5
Investment
3/5

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