Analysis on background subtraction for street surveillance
Background subtraction is a well-known technique used in computer vision applications. However, in public surveillance system, the utilization of background subtraction still new and far from being solved. Insufficient analysis of the background subtraction algorithms made the situation getting wors...
| Main Authors: | , , , , |
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| Format: | Proceeding Paper |
| Language: | English English English |
| Published: |
2014
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/41595/ http://irep.iium.edu.my/41595/4/ICCCE_2014_TENTATIVE_PROGRAMME.pdf http://irep.iium.edu.my/41595/7/41595.pdf http://irep.iium.edu.my/41595/10/41595_Analysis%20on%20background%20subtraction_Scopus.pdf |
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| author | Zainuddin, N. Afiqah Mohd Mustafah, Yasir Azman, Amelia Wong Rashidan, M. Ariff A. Aziz, Nor Nadirah |
| author_facet | Zainuddin, N. Afiqah Mohd Mustafah, Yasir Azman, Amelia Wong Rashidan, M. Ariff A. Aziz, Nor Nadirah |
| author_sort | Zainuddin, N. Afiqah |
| building | IIUM Repository |
| collection | Online Access |
| description | Background subtraction is a well-known technique used in computer vision applications. However, in public surveillance system, the utilization of background subtraction still new and far from being solved. Insufficient analysis of the background subtraction algorithms made the situation getting worse. The analysis of the commonly-used algorithms is presented in this paper. Experiments are conducted to quantitatively evaluate the performance of the algorithms by using three video sequences. The more suitable algorithm for various conditions is expected to be presented as the results in this paper. |
| first_indexed | 2025-11-14T16:00:49Z |
| format | Proceeding Paper |
| id | iium-41595 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English English English |
| last_indexed | 2025-11-14T16:00:49Z |
| publishDate | 2014 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | iium-415952017-09-20T01:41:58Z http://irep.iium.edu.my/41595/ Analysis on background subtraction for street surveillance Zainuddin, N. Afiqah Mohd Mustafah, Yasir Azman, Amelia Wong Rashidan, M. Ariff A. Aziz, Nor Nadirah T Technology (General) Background subtraction is a well-known technique used in computer vision applications. However, in public surveillance system, the utilization of background subtraction still new and far from being solved. Insufficient analysis of the background subtraction algorithms made the situation getting worse. The analysis of the commonly-used algorithms is presented in this paper. Experiments are conducted to quantitatively evaluate the performance of the algorithms by using three video sequences. The more suitable algorithm for various conditions is expected to be presented as the results in this paper. 2014-09 Proceeding Paper PeerReviewed application/pdf en http://irep.iium.edu.my/41595/4/ICCCE_2014_TENTATIVE_PROGRAMME.pdf application/pdf en http://irep.iium.edu.my/41595/7/41595.pdf application/pdf en http://irep.iium.edu.my/41595/10/41595_Analysis%20on%20background%20subtraction_Scopus.pdf Zainuddin, N. Afiqah and Mohd Mustafah, Yasir and Azman, Amelia Wong and Rashidan, M. Ariff and A. Aziz, Nor Nadirah (2014) Analysis on background subtraction for street surveillance. In: International Conference on Computer and Communication Engineering (ICCCE 2014), 23rd – 25th September 2014, Sunway Putra Hotel, Kuala Lumpur. |
| spellingShingle | T Technology (General) Zainuddin, N. Afiqah Mohd Mustafah, Yasir Azman, Amelia Wong Rashidan, M. Ariff A. Aziz, Nor Nadirah Analysis on background subtraction for street surveillance |
| title | Analysis on background subtraction for street surveillance |
| title_full | Analysis on background subtraction for street surveillance |
| title_fullStr | Analysis on background subtraction for street surveillance |
| title_full_unstemmed | Analysis on background subtraction for street surveillance |
| title_short | Analysis on background subtraction for street surveillance |
| title_sort | analysis on background subtraction for street surveillance |
| topic | T Technology (General) |
| url | http://irep.iium.edu.my/41595/ http://irep.iium.edu.my/41595/4/ICCCE_2014_TENTATIVE_PROGRAMME.pdf http://irep.iium.edu.my/41595/7/41595.pdf http://irep.iium.edu.my/41595/10/41595_Analysis%20on%20background%20subtraction_Scopus.pdf |