Real-Time Face Detection and Tracking for High Resolution Smart Camera System
Smart Cameras are becoming more popular in Intelligent Surveillance Systems area. Recognizing faces in a crowd in real-time is a key features which would significantly enhance Intelligent Surveillance Systems. Using a high resolution smart camera as a tool to extract faces that are suitable for face...
| Main Authors: | , , , , |
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| Format: | Proceeding Paper |
| Language: | English |
| Published: |
2007
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/28255/ http://irep.iium.edu.my/28255/1/C002._Real-Time_Face_Detection_and_Tracking_for_High_Resolution_Smart_Camera_System.pdf |
| _version_ | 1848779942342426624 |
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| author | Mustafah, Yasir Mohd. Shan, T. Azman, Amelia Wong Bigdeli, A. Lovell, B. C. |
| author_facet | Mustafah, Yasir Mohd. Shan, T. Azman, Amelia Wong Bigdeli, A. Lovell, B. C. |
| author_sort | Mustafah, Yasir Mohd. |
| building | IIUM Repository |
| collection | Online Access |
| description | Smart Cameras are becoming more popular in Intelligent Surveillance Systems area. Recognizing faces in a crowd in real-time is a key features which would significantly enhance Intelligent Surveillance Systems. Using a high resolution smart camera as a tool to extract faces that are suitable for face recognition would greatly reduce the computational load on the main processing unit. This processing unit would not be overloaded by the demands of the high data rates required for high resolution video and could be designed solely for face recognition. In this paper we report on a multiple-stage face detection and tracking system that is designed for implementation on the NICTA high resolution (5 MP) smart camera. |
| first_indexed | 2025-11-14T15:25:47Z |
| format | Proceeding Paper |
| id | iium-28255 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T15:25:47Z |
| publishDate | 2007 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | iium-282552013-06-17T04:58:29Z http://irep.iium.edu.my/28255/ Real-Time Face Detection and Tracking for High Resolution Smart Camera System Mustafah, Yasir Mohd. Shan, T. Azman, Amelia Wong Bigdeli, A. Lovell, B. C. T Technology (General) Smart Cameras are becoming more popular in Intelligent Surveillance Systems area. Recognizing faces in a crowd in real-time is a key features which would significantly enhance Intelligent Surveillance Systems. Using a high resolution smart camera as a tool to extract faces that are suitable for face recognition would greatly reduce the computational load on the main processing unit. This processing unit would not be overloaded by the demands of the high data rates required for high resolution video and could be designed solely for face recognition. In this paper we report on a multiple-stage face detection and tracking system that is designed for implementation on the NICTA high resolution (5 MP) smart camera. 2007-12 Proceeding Paper PeerReviewed application/pdf en http://irep.iium.edu.my/28255/1/C002._Real-Time_Face_Detection_and_Tracking_for_High_Resolution_Smart_Camera_System.pdf Mustafah, Yasir Mohd. and Shan, T. and Azman, Amelia Wong and Bigdeli, A. and Lovell, B. C. (2007) Real-Time Face Detection and Tracking for High Resolution Smart Camera System. In: Digital Image Computing Techniques and Applications, 9th Biennial Conference of the Australian Pattern Recognition Society on, 3-5 Dec 2007, Glenelg, Australia. |
| spellingShingle | T Technology (General) Mustafah, Yasir Mohd. Shan, T. Azman, Amelia Wong Bigdeli, A. Lovell, B. C. Real-Time Face Detection and Tracking for High Resolution Smart Camera System |
| title | Real-Time Face Detection and Tracking for High Resolution Smart Camera System |
| title_full | Real-Time Face Detection and Tracking for High Resolution Smart Camera System |
| title_fullStr | Real-Time Face Detection and Tracking for High Resolution Smart Camera System |
| title_full_unstemmed | Real-Time Face Detection and Tracking for High Resolution Smart Camera System |
| title_short | Real-Time Face Detection and Tracking for High Resolution Smart Camera System |
| title_sort | real-time face detection and tracking for high resolution smart camera system |
| topic | T Technology (General) |
| url | http://irep.iium.edu.my/28255/ http://irep.iium.edu.my/28255/1/C002._Real-Time_Face_Detection_and_Tracking_for_High_Resolution_Smart_Camera_System.pdf |