Sensing environment for the aged

As the elderly population in Singapore has been increasing over the last decade, healthcare for the elderly has made vast improvements. However, accidental falls of elderly can lead to serious injuries and consequences. Therefore, it is important to be able to effective and even pre-emptive detect i...

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Main Author: Foo, Phoebe Tze Yee
Other Authors: Soh Yeng Chai
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2021
Subjects:
Online Access:https://hdl.handle.net/10356/149423
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1494232023-07-07T18:14:25Z Sensing environment for the aged Foo, Phoebe Tze Yee Soh Yeng Chai School of Electrical and Electronic Engineering EYCSOH@ntu.edu.sg Engineering::Electrical and electronic engineering As the elderly population in Singapore has been increasing over the last decade, healthcare for the elderly has made vast improvements. However, accidental falls of elderly can lead to serious injuries and consequences. Therefore, it is important to be able to effective and even pre-emptive detect ion of falls for the sake of both elderly and their caregivers. In my final year project, I will design a Falling Detection System (FDS) for people in nursing homes. This technology will be making use of surveillance cameras in the nursing home and appropriate intelligent processing algorithms. Our algorithm will only focus on situations that the elderly would be sitting down or standing up from a chair, rather than walking forward. Research has shown that sitting or standing from a chair accounts for a higher percentage of falls. By using the posture and identifying people from the video of the surveillance camera, an alarm will be triggered when a fall is detected. To evaluate the effectiveness of the FDS, we will simulate different types of falls and using open-sourced videos on the internet. With the success of the FDS, nursing homes in Singapore can adopt such approaches to be able to care for the elderly immediately. Bachelor of Engineering (Electrical and Electronic Engineering) 2021-05-31T06:26:46Z 2021-05-31T06:26:46Z 2021 Final Year Project (FYP) Foo, P. T. Y. (2021). Sensing environment for the aged. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/149423 https://hdl.handle.net/10356/149423 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
Foo, Phoebe Tze Yee
Sensing environment for the aged
description As the elderly population in Singapore has been increasing over the last decade, healthcare for the elderly has made vast improvements. However, accidental falls of elderly can lead to serious injuries and consequences. Therefore, it is important to be able to effective and even pre-emptive detect ion of falls for the sake of both elderly and their caregivers. In my final year project, I will design a Falling Detection System (FDS) for people in nursing homes. This technology will be making use of surveillance cameras in the nursing home and appropriate intelligent processing algorithms. Our algorithm will only focus on situations that the elderly would be sitting down or standing up from a chair, rather than walking forward. Research has shown that sitting or standing from a chair accounts for a higher percentage of falls. By using the posture and identifying people from the video of the surveillance camera, an alarm will be triggered when a fall is detected. To evaluate the effectiveness of the FDS, we will simulate different types of falls and using open-sourced videos on the internet. With the success of the FDS, nursing homes in Singapore can adopt such approaches to be able to care for the elderly immediately.
author2 Soh Yeng Chai
author_facet Soh Yeng Chai
Foo, Phoebe Tze Yee
format Final Year Project
author Foo, Phoebe Tze Yee
author_sort Foo, Phoebe Tze Yee
title Sensing environment for the aged
title_short Sensing environment for the aged
title_full Sensing environment for the aged
title_fullStr Sensing environment for the aged
title_full_unstemmed Sensing environment for the aged
title_sort sensing environment for the aged
publisher Nanyang Technological University
publishDate 2021
url https://hdl.handle.net/10356/149423
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