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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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 |
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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 |
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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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