Automated surveillance in distributed, wireless visual networks: a comparative study
A number of algorithms have been recently proposed for automatic intruder detection from CCTV images. Past researchers have tested these algorithms on centralized networks where all images are transmitted to a central control room. This paper demonstrates the applicability of a selection of such alg...
| Main Authors: | , , |
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| Format: | Proceeding Paper |
| Language: | English English English |
| Published: |
2013
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/33568/ http://irep.iium.edu.my/33568/1/Cover.pdf http://irep.iium.edu.my/33568/2/ToC.pdf http://irep.iium.edu.my/33568/3/1.pdf |
| _version_ | 1848780771228123136 |
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| author | Ahmed, Tarem Ahmed, Supriyo Pathan, Al-Sakib Khan |
| author_facet | Ahmed, Tarem Ahmed, Supriyo Pathan, Al-Sakib Khan |
| author_sort | Ahmed, Tarem |
| building | IIUM Repository |
| collection | Online Access |
| description | A number of algorithms have been recently proposed for automatic intruder detection from CCTV images. Past researchers have tested these algorithms on centralized networks where all images are transmitted to a central control room. This paper demonstrates the applicability of a selection of such algorithms to a distributed network of wireless visual sensors. An empirical comparative study of the most popular of such algorithms on a simulation of a wireless sensor network is presented. In addition, this paper provides further evidence in support of the most effective of such algorithms to the problem of anomaly detection in image streams. |
| first_indexed | 2025-11-14T15:38:58Z |
| format | Proceeding Paper |
| id | iium-33568 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English English English |
| last_indexed | 2025-11-14T15:38:58Z |
| publishDate | 2013 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | iium-335682014-01-13T03:57:24Z http://irep.iium.edu.my/33568/ Automated surveillance in distributed, wireless visual networks: a comparative study Ahmed, Tarem Ahmed, Supriyo Pathan, Al-Sakib Khan QA75 Electronic computers. Computer science A number of algorithms have been recently proposed for automatic intruder detection from CCTV images. Past researchers have tested these algorithms on centralized networks where all images are transmitted to a central control room. This paper demonstrates the applicability of a selection of such algorithms to a distributed network of wireless visual sensors. An empirical comparative study of the most popular of such algorithms on a simulation of a wireless sensor network is presented. In addition, this paper provides further evidence in support of the most effective of such algorithms to the problem of anomaly detection in image streams. 2013 Proceeding Paper PeerReviewed application/pdf en http://irep.iium.edu.my/33568/1/Cover.pdf application/pdf en http://irep.iium.edu.my/33568/2/ToC.pdf application/pdf en http://irep.iium.edu.my/33568/3/1.pdf Ahmed, Tarem and Ahmed, Supriyo and Pathan, Al-Sakib Khan (2013) Automated surveillance in distributed, wireless visual networks: a comparative study. In: Proceedings International Workshop Mobile and Wireless 2013, 11-13 December 2013, Jeju Island, South Korea. http://sersc.org/proceedings/vol42_2013.php |
| spellingShingle | QA75 Electronic computers. Computer science Ahmed, Tarem Ahmed, Supriyo Pathan, Al-Sakib Khan Automated surveillance in distributed, wireless visual networks: a comparative study |
| title | Automated surveillance in distributed, wireless visual networks: a comparative study |
| title_full | Automated surveillance in distributed, wireless visual networks: a comparative study |
| title_fullStr | Automated surveillance in distributed, wireless visual networks: a comparative study |
| title_full_unstemmed | Automated surveillance in distributed, wireless visual networks: a comparative study |
| title_short | Automated surveillance in distributed, wireless visual networks: a comparative study |
| title_sort | automated surveillance in distributed, wireless visual networks: a comparative study |
| topic | QA75 Electronic computers. Computer science |
| url | http://irep.iium.edu.my/33568/ http://irep.iium.edu.my/33568/ http://irep.iium.edu.my/33568/1/Cover.pdf http://irep.iium.edu.my/33568/2/ToC.pdf http://irep.iium.edu.my/33568/3/1.pdf |