An automated face recognition system for intelligence surveillance: smart camera recognizing faces in the crowd
Smart cameras are rapidly finding their way into intelligent surveillance systems. Recognizing faces in the crowd in real-time is one of the key features that will significantly enhance intelligent surveillance systems. The main challenge is the fact that the high volumes of data generated by high-r...
| 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/28252/1/C001._An_Automated_Face_Recognition_System_for_Intelligence_Surveillance_-_Smart_Camera_Recognizing_Faces_in_the_Crowd.pdf |
| _version_ | 1825647077220155392 |
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| author | Mustafah, Yasir Mohd. Azman, Amelia Wong Bigdeli, A. Lovell, B.C. |
| author_facet | Mustafah, Yasir Mohd. Azman, Amelia Wong Bigdeli, A. Lovell, B.C. |
| author_sort | Mustafah, Yasir Mohd. |
| collection | IIUM |
| description | Smart cameras are rapidly finding their way into intelligent surveillance systems. Recognizing faces in the crowd in real-time is one of the key features that will significantly enhance intelligent surveillance systems. The main challenge is the fact that the high volumes of data generated by high-resolution sensors make it computationally impossible for mainstream computers to process. In our proposed technique, the smart camera extracts all the faces from the full-resolution frame and sends the pixel information from these face areas to the main processing unit as a auxiliary video stream - potentially achieving massive data rate reduction. Face recognition software running on the main processing unit then performs the required pattern recognition. |
| first_indexed | 2024-03-05T23:12:16Z |
| format | Proceeding Paper |
| id | oai:generic.eprints.org:28252 |
| institution | International Islamic University Malaysia |
| language | English |
| last_indexed | 2024-03-13T19:06:15Z |
| publishDate | 2007 |
| record_format | dspace |
| spelling | oai:generic.eprints.org:282522013-06-17T00:56:56Z http://irep.iium.edu.my/28252/ An automated face recognition system for intelligence surveillance: smart camera recognizing faces in the crowd Mustafah, Yasir Mohd. Azman, Amelia Wong Bigdeli, A. Lovell, B.C. T Technology (General) Smart cameras are rapidly finding their way into intelligent surveillance systems. Recognizing faces in the crowd in real-time is one of the key features that will significantly enhance intelligent surveillance systems. The main challenge is the fact that the high volumes of data generated by high-resolution sensors make it computationally impossible for mainstream computers to process. In our proposed technique, the smart camera extracts all the faces from the full-resolution frame and sends the pixel information from these face areas to the main processing unit as a auxiliary video stream - potentially achieving massive data rate reduction. Face recognition software running on the main processing unit then performs the required pattern recognition. 2007-09 Proceeding Paper PeerReviewed application/pdf en http://irep.iium.edu.my/28252/1/C001._An_Automated_Face_Recognition_System_for_Intelligence_Surveillance_-_Smart_Camera_Recognizing_Faces_in_the_Crowd.pdf Mustafah, Yasir Mohd. and Azman, Amelia Wong and Bigdeli, A. and Lovell, B.C. (2007) An automated face recognition system for intelligence surveillance: smart camera recognizing faces in the crowd. In: Distributed Smart Cameras, 2007. ICDSC '07. First ACM/IEEE International Conference on, 25-28 Sept 2007, Vienna, Austria. |
| spellingShingle | T Technology (General) Mustafah, Yasir Mohd. Azman, Amelia Wong Bigdeli, A. Lovell, B.C. An automated face recognition system for intelligence surveillance: smart camera recognizing faces in the crowd |
| title | An automated face recognition system for intelligence surveillance: smart camera recognizing faces in the crowd |
| title_full | An automated face recognition system for intelligence surveillance: smart camera recognizing faces in the crowd |
| title_fullStr | An automated face recognition system for intelligence surveillance: smart camera recognizing faces in the crowd |
| title_full_unstemmed | An automated face recognition system for intelligence surveillance: smart camera recognizing faces in the crowd |
| title_short | An automated face recognition system for intelligence surveillance: smart camera recognizing faces in the crowd |
| title_sort | automated face recognition system for intelligence surveillance smart camera recognizing faces in the crowd |
| topic | T Technology (General) |
| url | http://irep.iium.edu.my/28252/1/C001._An_Automated_Face_Recognition_System_for_Intelligence_Surveillance_-_Smart_Camera_Recognizing_Faces_in_the_Crowd.pdf |
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