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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...

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Main Authors: Mustafah, Yasir Mohd., Azman, Amelia Wong, Bigdeli, A., Lovell, B.C.
Format: Conference or Workshop Item
Language:English
Published: 2007
Subjects:
T Technology (General)
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
http://irep.iium.edu.my/28252/
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spelling my.iium.irep.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 Conference or Workshop Item REM 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.
institution Universiti Islam Antarabangsa Malaysia
building IIUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider International Islamic University Malaysia
content_source IIUM Repository (IREP)
url_provider http://irep.iium.edu.my/
language English
topic T Technology (General)
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
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.
format Conference or Workshop Item
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.
title 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_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_sort automated face recognition system for intelligence surveillance: smart camera recognizing faces in the crowd
publishDate 2007
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
http://irep.iium.edu.my/28252/
_version_ 1643609474834890752
score 13.211869

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