Thermopile array sensor for children detection in automobile application

Identifying children in thermal image using thermopile arrays sensor is vital for several computer vision programs, such as MATLAB, especially for detecting children left unattended in a parked automobile under extreme high temperature. Several fatal cases have been reported due to parents’ negligen...

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Main Authors: Che Mustapha, Nurul Arfah, Jamal Ali, Nurulhusna
Format: Conference or Workshop Item
Language:English
English
Published: IEEE 2021
Subjects:
Online Access:http://irep.iium.edu.my/95120/12/95120%20Thermopile%20Array%20Sensor%20for%20Children%20Detection.pdf
http://irep.iium.edu.my/95120/13/95120%20Thermopile%20Array%20Sensor%20for%20Children%20Detection_SCOPUS.pdf
http://irep.iium.edu.my/95120/
https://ieeexplore.ieee.org/document/9467188
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Institution: Universiti Islam Antarabangsa Malaysia
Language: English
English
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spelling my.iium.irep.951202021-12-30T08:04:50Z http://irep.iium.edu.my/95120/ Thermopile array sensor for children detection in automobile application Che Mustapha, Nurul Arfah Jamal Ali, Nurulhusna TA1001 Transportation engineering (General) TA174 Engineering design TA213 Engineering machinery, tools, and implements Identifying children in thermal image using thermopile arrays sensor is vital for several computer vision programs, such as MATLAB, especially for detecting children left unattended in a parked automobile under extreme high temperature. Several fatal cases have been reported due to parents’ negligence, and majority has shown regretting of the mishap. The purpose of this report is to propose a dynamic background removal algorithm for human movement detection. Besides, this project aims to develop the proposed algorithm into image processing system. This can be achieved by design and setup a thermal imaging camera using thermopile array sensor, powered by microcontroller which is Raspberry Pi and then processing the thermal image by applying Background Subtraction (BS) technique to extract the foreground or human object from the background image. The expected result from this project is the extraction of foreground image (human) from background image for human detection. By adding other method such as masking method, the final outcome of the exact human detection from the thermal image can be obtained. IEEE 2021-07-01 Conference or Workshop Item PeerReviewed application/pdf en http://irep.iium.edu.my/95120/12/95120%20Thermopile%20Array%20Sensor%20for%20Children%20Detection.pdf application/pdf en http://irep.iium.edu.my/95120/13/95120%20Thermopile%20Array%20Sensor%20for%20Children%20Detection_SCOPUS.pdf Che Mustapha, Nurul Arfah and Jamal Ali, Nurulhusna (2021) Thermopile array sensor for children detection in automobile application. In: 2021 8th International Conference on Computer and Communication Engineering (ICCCE), 22nd-23rd June 2021, Kuala Lumpur, Malaysia. https://ieeexplore.ieee.org/document/9467188 10.1109/ICCCE50029.2021.9467188
institution Universiti Islam Antarabangsa Malaysia
building IIUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider International Islamic University Malaysia
content_source IIUM Repository (IREP)
url_provider http://irep.iium.edu.my/
language English
English
topic TA1001 Transportation engineering (General)
TA174 Engineering design
TA213 Engineering machinery, tools, and implements
spellingShingle TA1001 Transportation engineering (General)
TA174 Engineering design
TA213 Engineering machinery, tools, and implements
Che Mustapha, Nurul Arfah
Jamal Ali, Nurulhusna
Thermopile array sensor for children detection in automobile application
description Identifying children in thermal image using thermopile arrays sensor is vital for several computer vision programs, such as MATLAB, especially for detecting children left unattended in a parked automobile under extreme high temperature. Several fatal cases have been reported due to parents’ negligence, and majority has shown regretting of the mishap. The purpose of this report is to propose a dynamic background removal algorithm for human movement detection. Besides, this project aims to develop the proposed algorithm into image processing system. This can be achieved by design and setup a thermal imaging camera using thermopile array sensor, powered by microcontroller which is Raspberry Pi and then processing the thermal image by applying Background Subtraction (BS) technique to extract the foreground or human object from the background image. The expected result from this project is the extraction of foreground image (human) from background image for human detection. By adding other method such as masking method, the final outcome of the exact human detection from the thermal image can be obtained.
format Conference or Workshop Item
author Che Mustapha, Nurul Arfah
Jamal Ali, Nurulhusna
author_facet Che Mustapha, Nurul Arfah
Jamal Ali, Nurulhusna
author_sort Che Mustapha, Nurul Arfah
title Thermopile array sensor for children detection in automobile application
title_short Thermopile array sensor for children detection in automobile application
title_full Thermopile array sensor for children detection in automobile application
title_fullStr Thermopile array sensor for children detection in automobile application
title_full_unstemmed Thermopile array sensor for children detection in automobile application
title_sort thermopile array sensor for children detection in automobile application
publisher IEEE
publishDate 2021
url http://irep.iium.edu.my/95120/12/95120%20Thermopile%20Array%20Sensor%20for%20Children%20Detection.pdf
http://irep.iium.edu.my/95120/13/95120%20Thermopile%20Array%20Sensor%20for%20Children%20Detection_SCOPUS.pdf
http://irep.iium.edu.my/95120/
https://ieeexplore.ieee.org/document/9467188
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