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/ http://irep.iium.edu.my/36119/ http://irep.iium.edu.my/36119/ http://irep.iium.edu.my/36119/1/1757-899X_53_1_012058.pdf

id	iium-36119
recordtype	eprints
spelling	iium-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 PeerReviewed 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
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
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/ http://irep.iium.edu.my/36119/ http://irep.iium.edu.my/36119/ http://irep.iium.edu.my/36119/1/1757-899X_53_1_012058.pdf
first_indexed	2023-09-18T20:51:43Z
last_indexed	2023-09-18T20:51:43Z
_version_	1777410038490464256

Human identification at a distance using body shape information

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