Remote monitoring of health signs with Eulerian video magnification

Cardiovascular diseases are a significant cause of mortality worldwide, and early detection is crucial for effective treatment. Unfortunately, the lack of accessible self-monitoring devices often results in neglected vital sign measurements. Physical changes, such as variations in facial color ca...

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Main Author: Tan, Stanley Yi Rui
Other Authors: Wonkeun Chang
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2023
Subjects:
Online Access:https://hdl.handle.net/10356/166831
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1668312023-07-07T15:56:13Z Remote monitoring of health signs with Eulerian video magnification Tan, Stanley Yi Rui Wonkeun Chang School of Electrical and Electronic Engineering wonkeun.chang@ntu.edu.sg Engineering::Electrical and electronic engineering Cardiovascular diseases are a significant cause of mortality worldwide, and early detection is crucial for effective treatment. Unfortunately, the lack of accessible self-monitoring devices often results in neglected vital sign measurements. Physical changes, such as variations in facial color caused by heartbeat, are too subtle to be detected by the naked eye. However, by using a simple camera input and image processing techniques, these health signs can be accurately estimated, eliminating the need for external devices. This project aims to develop a system that can estimate three critical vital signs: Heart Rate, Respiration Rate, and Blood Pressure, with high accuracy and reliability. Bachelor of Engineering (Electrical and Electronic Engineering) 2023-05-10T02:36:11Z 2023-05-10T02:36:11Z 2023 Final Year Project (FYP) Tan, S. Y. R. (2023). Remote monitoring of health signs with Eulerian video magnification. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/166831 https://hdl.handle.net/10356/166831 en application/pdf Nanyang Technological University
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Electrical and electronic engineering
spellingShingle Engineering::Electrical and electronic engineering
Tan, Stanley Yi Rui
Remote monitoring of health signs with Eulerian video magnification
description Cardiovascular diseases are a significant cause of mortality worldwide, and early detection is crucial for effective treatment. Unfortunately, the lack of accessible self-monitoring devices often results in neglected vital sign measurements. Physical changes, such as variations in facial color caused by heartbeat, are too subtle to be detected by the naked eye. However, by using a simple camera input and image processing techniques, these health signs can be accurately estimated, eliminating the need for external devices. This project aims to develop a system that can estimate three critical vital signs: Heart Rate, Respiration Rate, and Blood Pressure, with high accuracy and reliability.
author2 Wonkeun Chang
author_facet Wonkeun Chang
Tan, Stanley Yi Rui
format Final Year Project
author Tan, Stanley Yi Rui
author_sort Tan, Stanley Yi Rui
title Remote monitoring of health signs with Eulerian video magnification
title_short Remote monitoring of health signs with Eulerian video magnification
title_full Remote monitoring of health signs with Eulerian video magnification
title_fullStr Remote monitoring of health signs with Eulerian video magnification
title_full_unstemmed Remote monitoring of health signs with Eulerian video magnification
title_sort remote monitoring of health signs with eulerian video magnification
publisher Nanyang Technological University
publishDate 2023
url https://hdl.handle.net/10356/166831
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