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Updated: Feb 2, 2026

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Virtual Reality Experiments with Physiological Measures
Published on: August 29, 2018
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InPhysible: Camouflage Against Video-Based Physiological Measurement
Summary
This study introduces InPhysible, a novel infrared camouflage system embedded in eyewear to prevent unwanted physiological measurements from video. The system effectively disrupts imaging photoplethysmography (iPPG) signals, protecting user privacy.
Area of Science:
- Biomedical Engineering
- Computer Vision
- Human-Computer Interaction
Background:
- Imaging photoplethysmography (iPPG) enables physiological monitoring (heart rate, blood flow, respiration, oxygen levels, stress) using low-cost webcams.
- The widespread use of iPPG raises privacy concerns due to its unobtrusive measurement capabilities.
Purpose of the Study:
- To develop and validate InPhysible, the first camouflage system designed to counteract video-based physiological measurements.
- To protect individuals from unwanted physiological data collection via iPPG technology.
Main Methods:
- InPhysible utilizes an infrared system embedded in eyewear (e.g., glasses) to disrupt iPPG signal acquisition.
- The system is designed to be imperceptible to the human eye.
- It can simulate realistic pulse signals to interfere with heart rate measurements.
Main Results:
- The prototype's design is presented.
- A user study was conducted to validate the system's efficacy in disrupting iPPG measurements.
- The system successfully hinders the measurement of physiological signals from video.
Conclusions:
- InPhysible offers a viable solution for privacy protection against iPPG surveillance.
- The research discusses the limitations of the system and its broader implications for data privacy and security.
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