Thermopile array sensor for children detection in automobile application

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.

	PDF (Proceeding paper) - Published Version Restricted to Registered users only Download (3MB) | Request a copy
	PDF (SCOPUS) - Supplemental Material Restricted to Registered users only Download (223kB) | Request a copy

Abstract

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.

Item Type:	Conference or Workshop Item (Plenary Papers)
Uncontrolled Keywords:	Thermopile array sensor, Background removal algorithm, Background subtraction, Thermal image.
Subjects:	T Technology > TA Engineering (General). Civil engineering (General) > TA1001 Transportation engineering (General) T Technology > TA Engineering (General). Civil engineering (General) > TA174 Engineering design T Technology > TA Engineering (General). Civil engineering (General) > TA213 Engineering machinery, tools, and implements
Kulliyyahs/Centres/Divisions/Institutes (Can select more than one option. Press CONTROL button):	Kulliyyah of Engineering Kulliyyah of Engineering > Department of Electrical and Computer Engineering
Depositing User:	Dr Nurul Arfah Che Mustapha
Date Deposited:	30 Dec 2021 16:00
Last Modified:	30 Dec 2021 16:04
URI:	http://irep.iium.edu.my/id/eprint/95120

Actions (login required)

View Item