Thermal Imaging Analysis of Potentially Harmful Subject for Night Vision System

Thermal imaging is now widely used in important and high risk field. With the good performance to detect the object in poor lighting condition, thermal imaging is used as the advanced technology in the critical surveillance activity. Surveillance system become a critical issue when it comes to a cri...

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Main Authors:	Noor Amira Syuhada, Mahamad Salleh, Kamarul Hawari, Ghazali
Format:	Conference or Workshop Item
Language:	English
Published:	2013
Subjects:	TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://umpir.ump.edu.my/id/eprint/5955/ http://umpir.ump.edu.my/id/eprint/5955/ http://umpir.ump.edu.my/id/eprint/5955/1/Thermal_imaging_analysis_of_potentially_harmful_subject_for_night_vision.pdf

id	ump-5955
recordtype	eprints
spelling	ump-59552018-02-21T06:11:48Z http://umpir.ump.edu.my/id/eprint/5955/ Thermal Imaging Analysis of Potentially Harmful Subject for Night Vision System Noor Amira Syuhada, Mahamad Salleh Kamarul Hawari, Ghazali TK Electrical engineering. Electronics Nuclear engineering Thermal imaging is now widely used in important and high risk field. With the good performance to detect the object in poor lighting condition, thermal imaging is used as the advanced technology in the critical surveillance activity. Surveillance system become a critical issue when it comes to a critical area cover by the responsible party such as military , police and others security organization. Besides, the computing technology contributes the easiness of implementing digital image processing in many applications. This can greatly improve the effectiveness of the surveillance activity done at the critical surveillance area. Hence, this present paper proposed few techniques on image processing to enhance the surveillance efficiency based on the thermal image dataset. The selection of the correct technique is followed the specification, process and output from this thermal surveillance system. The method of frame difference is used since the detection is on the moving subject. Image processing is fully used to fulfill the identification of the subject. By using the edge characteristic of the subject, the identification and image analysis use the boundary information. The feature of subject detected is analysed to improve the identification of the existence of the potentially harmful subject. The algorithm developed able to identify the subject come across the critical surveillance area. Analysis of the study is using a dataset of night surveillance activities which include the possibilities of harmful and harmless subject. Finally, the system will automatically differentiate and identify the subject and indicate the existing subject is harmful or harmless subject. The experimental results show the detection with better accuracy. 2013 Conference or Workshop Item PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/5955/1/Thermal_imaging_analysis_of_potentially_harmful_subject_for_night_vision.pdf Noor Amira Syuhada, Mahamad Salleh and Kamarul Hawari, Ghazali (2013) Thermal Imaging Analysis of Potentially Harmful Subject for Night Vision System. In: International Conference on Artificial Intelligence in Computer Science and ICT (AICS 2013), 25 - 26 November 2013 , Bayview Hotel, Langkawi, Malaysia. pp. 265-271.. http://worldconferences.net/proceedings/aics2013/toc/papers_aics2013/A068%20-%20NOOR%20AMIRA%20SYUHADA%20M.%20SALLEH%20-%20Thermal%20Imaging%20Analysis%20of%20Potentially%20Harmful%20Subject%20for%20Night%20Vision%20System.pdf
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English
topic	TK Electrical engineering. Electronics Nuclear engineering
spellingShingle	TK Electrical engineering. Electronics Nuclear engineering Noor Amira Syuhada, Mahamad Salleh Kamarul Hawari, Ghazali Thermal Imaging Analysis of Potentially Harmful Subject for Night Vision System
description	Thermal imaging is now widely used in important and high risk field. With the good performance to detect the object in poor lighting condition, thermal imaging is used as the advanced technology in the critical surveillance activity. Surveillance system become a critical issue when it comes to a critical area cover by the responsible party such as military , police and others security organization. Besides, the computing technology contributes the easiness of implementing digital image processing in many applications. This can greatly improve the effectiveness of the surveillance activity done at the critical surveillance area. Hence, this present paper proposed few techniques on image processing to enhance the surveillance efficiency based on the thermal image dataset. The selection of the correct technique is followed the specification, process and output from this thermal surveillance system. The method of frame difference is used since the detection is on the moving subject. Image processing is fully used to fulfill the identification of the subject. By using the edge characteristic of the subject, the identification and image analysis use the boundary information. The feature of subject detected is analysed to improve the identification of the existence of the potentially harmful subject. The algorithm developed able to identify the subject come across the critical surveillance area. Analysis of the study is using a dataset of night surveillance activities which include the possibilities of harmful and harmless subject. Finally, the system will automatically differentiate and identify the subject and indicate the existing subject is harmful or harmless subject. The experimental results show the detection with better accuracy.
format	Conference or Workshop Item
author	Noor Amira Syuhada, Mahamad Salleh Kamarul Hawari, Ghazali
author_facet	Noor Amira Syuhada, Mahamad Salleh Kamarul Hawari, Ghazali
author_sort	Noor Amira Syuhada, Mahamad Salleh
title	Thermal Imaging Analysis of Potentially Harmful Subject for Night Vision System
title_short	Thermal Imaging Analysis of Potentially Harmful Subject for Night Vision System
title_full	Thermal Imaging Analysis of Potentially Harmful Subject for Night Vision System
title_fullStr	Thermal Imaging Analysis of Potentially Harmful Subject for Night Vision System
title_full_unstemmed	Thermal Imaging Analysis of Potentially Harmful Subject for Night Vision System
title_sort	thermal imaging analysis of potentially harmful subject for night vision system
publishDate	2013
url	http://umpir.ump.edu.my/id/eprint/5955/ http://umpir.ump.edu.my/id/eprint/5955/ http://umpir.ump.edu.my/id/eprint/5955/1/Thermal_imaging_analysis_of_potentially_harmful_subject_for_night_vision.pdf
first_indexed	2023-09-18T22:01:25Z
last_indexed	2023-09-18T22:01:25Z
_version_	1777414423587061760

Thermal Imaging Analysis of Potentially Harmful Subject for Night Vision System

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