Energy Consumption Analysis
Exploratory Data Analysis - EDA
Thermal-Mask A Dataset for Facial Mask Detection and Breathing Rate Measurement
2021 IEEE INTERNATIONAL CONFERENCE ON INFORMATION AND DIGITAL TECHNOLOGIES (IDT)
Abstract: This project demonstrates the usability of thermal video for facial mask detection and breathing rate measurement. Due to the lack of available thermal masked face images, I developed a synthetic dataset based on the SpeakingFaces dataset, by generating masks for the unmasked thermal images of faces.
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Video-Based Breathing Rate Measurement
2020 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC)
Abstract: This project addresses the challenge of monitoring liveness of sleeping subjects, via breathing pattern monitoring at distance and under “night-light” conditions. I investigate video-based approach to estimate the breathing rate, based on chest or back movements.
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