Moving object detection and tracking in video surveillance system
Detecting and tracking objects in crowded areas is a challenging issue in the field of Video surveillance system. Nowadays the increase of digital video cameras, and the availability of video storage and high performance video processing hardware, opens up conceivable outcomes for tackling many vide...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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Shriganganagar Rajasthan, India
2016
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| Online Access: | http://irep.iium.edu.my/56015/ http://irep.iium.edu.my/56015/1/Moving%20Object%20Detection%20and%20Tracking%20in%20Video%20Surveillance%20System.pdf |
| _version_ | 1848784668855369728 |
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| author | Ahmed, Sabri M.A.A. Khalifa, Othman Omran |
| author_facet | Ahmed, Sabri M.A.A. Khalifa, Othman Omran |
| author_sort | Ahmed, Sabri M.A.A. |
| building | IIUM Repository |
| collection | Online Access |
| description | Detecting and tracking objects in crowded areas is a challenging issue in the field of Video surveillance system. Nowadays the increase of digital video cameras, and the availability of video storage and high performance video processing hardware, opens up conceivable outcomes for tackling many video understanding problems. Developing a real-time video understanding technique which can process the large amounts of data becomes very important. The object detection first step used in surveillance applications aims to separation of foreground objects from the background. Many algorithms proposed to solve the problem of object
detection, however, it still lack of tracking multiple objects in real time. Object tracking used to find a moving
object detected in motion detection stage from one frame to another in an image sequence. This paper focuses
on review of various techniques used in object detection and object tracking. |
| first_indexed | 2025-11-14T16:40:55Z |
| format | Article |
| id | iium-56015 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T16:40:55Z |
| publishDate | 2016 |
| publisher | Shriganganagar Rajasthan, India |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | iium-560152017-03-30T08:54:14Z http://irep.iium.edu.my/56015/ Moving object detection and tracking in video surveillance system Ahmed, Sabri M.A.A. Khalifa, Othman Omran T Technology (General) Detecting and tracking objects in crowded areas is a challenging issue in the field of Video surveillance system. Nowadays the increase of digital video cameras, and the availability of video storage and high performance video processing hardware, opens up conceivable outcomes for tackling many video understanding problems. Developing a real-time video understanding technique which can process the large amounts of data becomes very important. The object detection first step used in surveillance applications aims to separation of foreground objects from the background. Many algorithms proposed to solve the problem of object detection, however, it still lack of tracking multiple objects in real time. Object tracking used to find a moving object detected in motion detection stage from one frame to another in an image sequence. This paper focuses on review of various techniques used in object detection and object tracking. Shriganganagar Rajasthan, India 2016 Article PeerReviewed application/pdf en http://irep.iium.edu.my/56015/1/Moving%20Object%20Detection%20and%20Tracking%20in%20Video%20Surveillance%20System.pdf Ahmed, Sabri M.A.A. and Khalifa, Othman Omran (2016) Moving object detection and tracking in video surveillance system. Journal of Scientific and Engineering Research, 3 (6). pp. 426-432. ISSN 2394-2630 http://jsaer.com/download/vol-3-iss-6-2016/JSAER2016-03-06-426-432.pdf |
| spellingShingle | T Technology (General) Ahmed, Sabri M.A.A. Khalifa, Othman Omran Moving object detection and tracking in video surveillance system |
| title | Moving object detection and tracking in video surveillance system |
| title_full | Moving object detection and tracking in video surveillance system |
| title_fullStr | Moving object detection and tracking in video surveillance system |
| title_full_unstemmed | Moving object detection and tracking in video surveillance system |
| title_short | Moving object detection and tracking in video surveillance system |
| title_sort | moving object detection and tracking in video surveillance system |
| topic | T Technology (General) |
| url | http://irep.iium.edu.my/56015/ http://irep.iium.edu.my/56015/ http://irep.iium.edu.my/56015/1/Moving%20Object%20Detection%20and%20Tracking%20in%20Video%20Surveillance%20System.pdf |