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Human identification at a distance using body shape information

Shape of human body is unique from one person to another. This paper presents an intelligent system approach for human identification at a distance using human body shape information. The body features used are the head, shoulder, and trunk. Image processing techniques for detection of these body fe...

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Main Authors: Alang Md Rashid, Nahrul Khair, Yahya, M. F., Shafie, Amir Akramin
Format: Article
Language:English
Published: IOP Publishing 2013
Subjects:
TJ210.2 Mechanical devices and figures. Automata. Ingenious mechanism. Robots (General)
Online Access:http://irep.iium.edu.my/36119/1/1757-899X_53_1_012058.pdf
http://irep.iium.edu.my/36119/
http://iopscience.iop.org/1757-899X/53/1/012058
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spelling my.iium.irep.361192014-04-16T08:24:04Z http://irep.iium.edu.my/36119/ Human identification at a distance using body shape information Alang Md Rashid, Nahrul Khair Yahya, M. F. Shafie, Amir Akramin TJ210.2 Mechanical devices and figures. Automata. Ingenious mechanism. Robots (General) Shape of human body is unique from one person to another. This paper presents an intelligent system approach for human identification at a distance using human body shape information. The body features used are the head, shoulder, and trunk. Image processing techniques for detection of these body features were developed in this work. Then, the features are recognized using fuzzy logic approach and used as inputs to a recognition system based on a multilayer neural network. The developed system is only applicable for recognizing a person from its frontal view and specifically constrained to male gender to simplify the algorithm. In this research, the accuracy for human identification using the proposed method is 77.5. Thus, it is proved that human can be identified at a distance using body shape information. IOP Publishing 2013 Article REM application/pdf en http://irep.iium.edu.my/36119/1/1757-899X_53_1_012058.pdf Alang Md Rashid, Nahrul Khair and Yahya, M. F. and Shafie, Amir Akramin (2013) Human identification at a distance using body shape information. IOP Conference Series: Materials Science and Engineering, 53 (1). 012058 (1)-012058 (6). ISSN 1757-8981 http://iopscience.iop.org/1757-899X/53/1/012058 10.1088/1757-899X/53/1/012058
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
topic TJ210.2 Mechanical devices and figures. Automata. Ingenious mechanism. Robots (General)
spellingShingle TJ210.2 Mechanical devices and figures. Automata. Ingenious mechanism. Robots (General)
Alang Md Rashid, Nahrul Khair
Yahya, M. F.
Shafie, Amir Akramin
Human identification at a distance using body shape information
description Shape of human body is unique from one person to another. This paper presents an intelligent system approach for human identification at a distance using human body shape information. The body features used are the head, shoulder, and trunk. Image processing techniques for detection of these body features were developed in this work. Then, the features are recognized using fuzzy logic approach and used as inputs to a recognition system based on a multilayer neural network. The developed system is only applicable for recognizing a person from its frontal view and specifically constrained to male gender to simplify the algorithm. In this research, the accuracy for human identification using the proposed method is 77.5. Thus, it is proved that human can be identified at a distance using body shape information.
format Article
author Alang Md Rashid, Nahrul Khair
Yahya, M. F.
Shafie, Amir Akramin
author_facet Alang Md Rashid, Nahrul Khair
Yahya, M. F.
Shafie, Amir Akramin
author_sort Alang Md Rashid, Nahrul Khair
title Human identification at a distance using body shape information
title_short Human identification at a distance using body shape information
title_full Human identification at a distance using body shape information
title_fullStr Human identification at a distance using body shape information
title_full_unstemmed Human identification at a distance using body shape information
title_sort human identification at a distance using body shape information
publisher IOP Publishing
publishDate 2013
url http://irep.iium.edu.my/36119/1/1757-899X_53_1_012058.pdf
http://irep.iium.edu.my/36119/
http://iopscience.iop.org/1757-899X/53/1/012058
_version_ 1643610921805807616
score 13.211869

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