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...
| Main Authors: | , , , |
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| Format: | Book Chapter |
| Language: | English |
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IIUM Press
2011
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| Online Access: | http://irep.iium.edu.my/21651/ http://irep.iium.edu.my/21651/1/Chapter_18.pdf |
| _version_ | 1848778858615013376 |
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| 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 |
| building | IIUM Repository |
| collection | Online Access |
| 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 |
| first_indexed | 2025-11-14T15:08:34Z |
| format | Book Chapter |
| id | iium-21651 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T15:08:34Z |
| publishDate | 2011 |
| publisher | IIUM Press |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | iium-216512020-11-19T02:59:16Z 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 |
| 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 |
| title | Human path classifier architecture |
| title_full | Human path classifier architecture |
| title_fullStr | Human path classifier architecture |
| title_full_unstemmed | Human path classifier architecture |
| title_short | Human path classifier architecture |
| title_sort | human path classifier architecture |
| topic | TK7800 Electronics. Computer engineering. Computer hardware. Photoelectronic devices |
| url | http://irep.iium.edu.my/21651/ http://irep.iium.edu.my/21651/ http://irep.iium.edu.my/21651/1/Chapter_18.pdf |