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...
Saved in:
Main Author: | |
---|---|
Other Authors: | |
Format: | Final Year Project |
Language: | English |
Published: |
Nanyang Technological University
2021
|
Subjects: | |
Online Access: | https://hdl.handle.net/10356/149423 |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Institution: | Nanyang Technological University |
Language: | English |
id |
sg-ntu-dr.10356-149423 |
---|---|
record_format |
dspace |
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 |
_version_ |
1772826177385267200 |