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...

Full description

Bibliographic Details
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/ http://irep.iium.edu.my/28252/1/C001._An_Automated_Face_Recognition_System_for_Intelligence_Surveillance_-_Smart_Camera_Recognizing_Faces_in_the_Crowd.pdf

id	iium-28252
recordtype	eprints
spelling	iium-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 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.
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
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/ http://irep.iium.edu.my/28252/1/C001._An_Automated_Face_Recognition_System_for_Intelligence_Surveillance_-_Smart_Camera_Recognizing_Faces_in_the_Crowd.pdf
first_indexed	2023-09-18T20:41:45Z
last_indexed	2023-09-18T20:41:45Z
_version_	1777409411219718144

An automated face recognition system for intelligence surveillance: smart camera recognizing faces in the crowd

Similar Items