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RGB camera based heart-rate estimation using Eulerian Video Magnification (EVM)

Yonatan Amir, Doron Armon, Neriya Mazzuz

Supervised by Ron Slossberg, Gil Shamai

Abstract

The purpose of our project is to extract information and relevant medical indicators of a potential patient using an RGB camera.
We implemented few techniques in order to extract pulse in real time using a standard web camera based on a number of researches.
The main research is "Eulerian Video Magnification for Revealing Subtle Changes in the World", which published at MIT.
In addition, we have created a visualization the subtle changes in the patient's facial blood flow.

Papers

Please, see project papers.

Pictures

Project RGB camera based heart-rate estimation using Eulerian Video Magnification (EVM) Picture 1

Project RGB camera based heart-rate estimation using Eulerian Video Magnification (EVM) Picture 2

Project RGB camera based heart-rate estimation using Eulerian Video Magnification (EVM) Picture 3

Project RGB camera based heart-rate estimation using Eulerian Video Magnification (EVM) Picture 4

Project RGB camera based heart-rate estimation using Eulerian Video Magnification (EVM) Picture 5

Project RGB camera based heart-rate estimation using Eulerian Video Magnification (EVM) Picture 6

Project Report

Please, see project report.

Final Presentation

Please, see final presentation.

Code

Please, see Code.

Demo

Please, see demo clip.

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