An integrated vision-based architecture for home security system
Automated security systems are a useful addition to today's home where safety is an important issue. Vision-based security systems have the advantage of being easy to set up, inexpensive and non-obtrusive. This paper proposes an integrated dual-level vision-based home security system, which con...
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| Format: | Article |
| Language: | English |
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IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
2007
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| Online Access: | http://shdl.mmu.edu.my/3059/ http://shdl.mmu.edu.my/3059/1/1081.pdf |
| _version_ | 1848790222374961152 |
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| author | See, J. Sze-Wei Lee, S.-W. |
| author_facet | See, J. Sze-Wei Lee, S.-W. |
| author_sort | See, J. |
| building | MMU Institutional Repository |
| collection | Online Access |
| description | Automated security systems are a useful addition to today's home where safety is an important issue. Vision-based security systems have the advantage of being easy to set up, inexpensive and non-obtrusive. This paper proposes an integrated dual-level vision-based home security system, which consists of two subsystems - a face recognition module and a motion detection module. The primary face recognition module functions as a user authentication device. On an event of a failure in the primary system, the secondary motion detection module acts as a reliable backup to detect human-related motions within certain locations inside the home. Novel algorithms have been proposed for both subsystems. Several experiments and field tests conducted have shown good performance and feasible implementation in both subsystems. |
| first_indexed | 2025-11-14T18:09:11Z |
| format | Article |
| id | mmu-3059 |
| institution | Multimedia University |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T18:09:11Z |
| publishDate | 2007 |
| publisher | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | mmu-30592014-02-27T07:33:22Z http://shdl.mmu.edu.my/3059/ An integrated vision-based architecture for home security system See, J. Sze-Wei Lee, S.-W. T Technology (General) QA75.5-76.95 Electronic computers. Computer science Automated security systems are a useful addition to today's home where safety is an important issue. Vision-based security systems have the advantage of being easy to set up, inexpensive and non-obtrusive. This paper proposes an integrated dual-level vision-based home security system, which consists of two subsystems - a face recognition module and a motion detection module. The primary face recognition module functions as a user authentication device. On an event of a failure in the primary system, the secondary motion detection module acts as a reliable backup to detect human-related motions within certain locations inside the home. Novel algorithms have been proposed for both subsystems. Several experiments and field tests conducted have shown good performance and feasible implementation in both subsystems. IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC 2007-05 Article NonPeerReviewed text en http://shdl.mmu.edu.my/3059/1/1081.pdf See, J. and Sze-Wei Lee, S.-W. (2007) An integrated vision-based architecture for home security system. IEEE Transactions on Consumer Electronics, 53 (2). pp. 489-498. ISSN 0098-3063 http://dx.doi.org/10.1109/TCE.2007.381720 doi:10.1109/TCE.2007.381720 doi:10.1109/TCE.2007.381720 |
| spellingShingle | T Technology (General) QA75.5-76.95 Electronic computers. Computer science See, J. Sze-Wei Lee, S.-W. An integrated vision-based architecture for home security system |
| title | An integrated vision-based architecture for home security system |
| title_full | An integrated vision-based architecture for home security system |
| title_fullStr | An integrated vision-based architecture for home security system |
| title_full_unstemmed | An integrated vision-based architecture for home security system |
| title_short | An integrated vision-based architecture for home security system |
| title_sort | integrated vision-based architecture for home security system |
| topic | T Technology (General) QA75.5-76.95 Electronic computers. Computer science |
| url | http://shdl.mmu.edu.my/3059/ http://shdl.mmu.edu.my/3059/ http://shdl.mmu.edu.my/3059/ http://shdl.mmu.edu.my/3059/1/1081.pdf |