Human path classifier architecture

Many surveillance systems today provide only a passive form of site monitoring. Extensive video records may be kept to help find the instigator of criminal activities after the crime has been committed but preventive measures require human involvement. In addition, there is a need for large amounts...

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Main Authors:	Khan, Imran Moez, Htike@Muhammad Yusof, Zaw Zaw, Khalifa, Othman Omran, Lai, Weng Kin
Format:	Book Chapter
Language:	English
Published:	IIUM Press 2011
Subjects:	TK7800 Electronics. Computer engineering. Computer hardware. Photoelectronic devices
Online Access:	http://irep.iium.edu.my/21651/ http://irep.iium.edu.my/21651/ http://irep.iium.edu.my/21651/1/Chapter_18.pdf

id	iium-21651
recordtype	eprints
spelling	iium-216512015-06-01T01:20:38Z http://irep.iium.edu.my/21651/ Human path classifier architecture Khan, Imran Moez Htike@Muhammad Yusof, Zaw Zaw Khalifa, Othman Omran Lai, Weng Kin TK7800 Electronics. Computer engineering. Computer hardware. Photoelectronic devices Many surveillance systems today provide only a passive form of site monitoring. Extensive video records may be kept to help find the instigator of criminal activities after the crime has been committed but preventive measures require human involvement. In addition, there is a need for large amounts of data storage to keep up to several large volumes of video streams that may be needed for later analysis. However, monitoring and storage space are not the only concerns. Behavioral analysis itself can be applied to numerous features extracted from video sequences including path detection and other aspects of human behaviour. Up till now, path classification has been carried out mainly using Boolean logic and allows only the identification of unusual paths, and not the extent to which they are deviant from usual paths. This chapter reports on the results to solve this problem with a fuzzy inference approach to classify paths into different categories IIUM Press 2011 Book Chapter PeerReviewed application/pdf en http://irep.iium.edu.my/21651/1/Chapter_18.pdf Khan, Imran Moez and Htike@Muhammad Yusof, Zaw Zaw and Khalifa, Othman Omran and Lai, Weng Kin (2011) Human path classifier architecture. In: Human Behaviour Recognition, Identification and Ccomputer Interaction. IIUM Press, Kuala Lumpur, pp. 145-153. ISBN 978-967-418-156-7 http://rms.research.iium.edu.my/bookstore/default.aspx
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English
topic	TK7800 Electronics. Computer engineering. Computer hardware. Photoelectronic devices
spellingShingle	TK7800 Electronics. Computer engineering. Computer hardware. Photoelectronic devices Khan, Imran Moez Htike@Muhammad Yusof, Zaw Zaw Khalifa, Othman Omran Lai, Weng Kin Human path classifier architecture
description	Many surveillance systems today provide only a passive form of site monitoring. Extensive video records may be kept to help find the instigator of criminal activities after the crime has been committed but preventive measures require human involvement. In addition, there is a need for large amounts of data storage to keep up to several large volumes of video streams that may be needed for later analysis. However, monitoring and storage space are not the only concerns. Behavioral analysis itself can be applied to numerous features extracted from video sequences including path detection and other aspects of human behaviour. Up till now, path classification has been carried out mainly using Boolean logic and allows only the identification of unusual paths, and not the extent to which they are deviant from usual paths. This chapter reports on the results to solve this problem with a fuzzy inference approach to classify paths into different categories
format	Book Chapter
author	Khan, Imran Moez Htike@Muhammad Yusof, Zaw Zaw Khalifa, Othman Omran Lai, Weng Kin
author_facet	Khan, Imran Moez Htike@Muhammad Yusof, Zaw Zaw Khalifa, Othman Omran Lai, Weng Kin
author_sort	Khan, Imran Moez
title	Human path classifier architecture
title_short	Human path classifier architecture
title_full	Human path classifier architecture
title_fullStr	Human path classifier architecture
title_full_unstemmed	Human path classifier architecture
title_sort	human path classifier architecture
publisher	IIUM Press
publishDate	2011
url	http://irep.iium.edu.my/21651/ http://irep.iium.edu.my/21651/ http://irep.iium.edu.my/21651/1/Chapter_18.pdf
first_indexed	2023-09-18T20:32:58Z
last_indexed	2023-09-18T20:32:58Z
_version_	1777408859286011904

Human path classifier architecture

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