Development of a flexible video analysis system for motion detection and alarm generation
This paper aims at developing a flexible video analysis system that can be used in wide range of video surveillance applications as well as to detect the human being. The developed system is called here as Smart Video Analysis System. This SVAS is able to detect and track interested objects. It can...
| Main Authors: | , , , |
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| Format: | Proceeding Paper |
| Language: | English |
| Published: |
2010
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/3194/ http://irep.iium.edu.my/3194/1/F08DFd01.pdf |
| _version_ | 1848776111340650496 |
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| author | Shafie, Amir Akramin Ali, Md. Hazrat Hafiz, Fadhlan Mat Ali, Roslizar |
| author_facet | Shafie, Amir Akramin Ali, Md. Hazrat Hafiz, Fadhlan Mat Ali, Roslizar |
| author_sort | Shafie, Amir Akramin |
| building | IIUM Repository |
| collection | Online Access |
| description | This paper aims at developing a flexible video analysis system that can be used in wide range of video surveillance applications as well as to detect the human being. The developed system is called here as Smart Video Analysis System. This SVAS is able to detect and track interested objects. It can also detect people and recognize their activities in an application environment, such as in a room, supermarket, car, or security checkpoint. Designing a real-time video analysis system is a complex task, as many factors including processing speed, system cost, accuracy, and robustness, need to be carefully balanced. This research has focused these factors at two levels, algorithm level and software level. Background elimination algorithm is proposed in this paper to enhance the performance of Smart Camera systems in changing background and varying lighting condition environment. Finally, the software implementation of the Smart Camera Analysis Systems is applied to detect motion and then to trigger alarm for the security purposes. The system will trigger alarm once the motion is detected and when it exceeds the desire threshold value. © 2010 IEEE. |
| first_indexed | 2025-11-14T14:24:54Z |
| format | Proceeding Paper |
| id | iium-3194 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T14:24:54Z |
| publishDate | 2010 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | iium-31942011-11-13T08:15:57Z http://irep.iium.edu.my/3194/ Development of a flexible video analysis system for motion detection and alarm generation Shafie, Amir Akramin Ali, Md. Hazrat Hafiz, Fadhlan Mat Ali, Roslizar TJ210.2 Mechanical devices and figures. Automata. Ingenious mechanism. Robots (General) This paper aims at developing a flexible video analysis system that can be used in wide range of video surveillance applications as well as to detect the human being. The developed system is called here as Smart Video Analysis System. This SVAS is able to detect and track interested objects. It can also detect people and recognize their activities in an application environment, such as in a room, supermarket, car, or security checkpoint. Designing a real-time video analysis system is a complex task, as many factors including processing speed, system cost, accuracy, and robustness, need to be carefully balanced. This research has focused these factors at two levels, algorithm level and software level. Background elimination algorithm is proposed in this paper to enhance the performance of Smart Camera systems in changing background and varying lighting condition environment. Finally, the software implementation of the Smart Camera Analysis Systems is applied to detect motion and then to trigger alarm for the security purposes. The system will trigger alarm once the motion is detected and when it exceeds the desire threshold value. © 2010 IEEE. 2010-05-11 Proceeding Paper PeerReviewed application/pdf en http://irep.iium.edu.my/3194/1/F08DFd01.pdf Shafie, Amir Akramin and Ali, Md. Hazrat and Hafiz, Fadhlan and Mat Ali, Roslizar (2010) Development of a flexible video analysis system for motion detection and alarm generation. In: International Conference on Computer and Communication Engineering (ICCCE 2010), 11-13 May 2010, Kuala Lumpur. http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5556768&queryText%3DDevelopment+of+a+flexible+video+analysis+system+for+motion+detection+and+alarm+generation%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26searchField%3DS doi:10.1109/ICCCE.2010.5556768 |
| spellingShingle | TJ210.2 Mechanical devices and figures. Automata. Ingenious mechanism. Robots (General) Shafie, Amir Akramin Ali, Md. Hazrat Hafiz, Fadhlan Mat Ali, Roslizar Development of a flexible video analysis system for motion detection and alarm generation |
| title | Development of a flexible video analysis system for motion detection and alarm generation |
| title_full | Development of a flexible video analysis system for motion detection and alarm generation |
| title_fullStr | Development of a flexible video analysis system for motion detection and alarm generation |
| title_full_unstemmed | Development of a flexible video analysis system for motion detection and alarm generation |
| title_short | Development of a flexible video analysis system for motion detection and alarm generation |
| title_sort | development of a flexible video analysis system for motion detection and alarm generation |
| topic | TJ210.2 Mechanical devices and figures. Automata. Ingenious mechanism. Robots (General) |
| url | http://irep.iium.edu.my/3194/ http://irep.iium.edu.my/3194/ http://irep.iium.edu.my/3194/ http://irep.iium.edu.my/3194/1/F08DFd01.pdf |