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:
Online Access:http://umpir.ump.edu.my/id/eprint/5955/1/Thermal_imaging_analysis_of_potentially_harmful_subject_for_night_vision.pdf
http://umpir.ump.edu.my/id/eprint/5955/
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
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Institution: Universiti Malaysia Pahang
Language: English
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spelling my.ump.umpir.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
institution Universiti Malaysia Pahang
building UMP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Pahang
content_source UMP Institutional Repository
url_provider http://umpir.ump.edu.my/
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/5955/1/Thermal_imaging_analysis_of_potentially_harmful_subject_for_night_vision.pdf
http://umpir.ump.edu.my/id/eprint/5955/
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
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