Real-Time Face Detection and Tracking for High Resolution Smart Camera System

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.

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Abstract

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.

Item Type:	Conference or Workshop Item (Full Paper)
Additional Information:	5107/28255
Uncontrolled Keywords:	Data mining;Digital cameras;Face detection;Face recognition;Image resolution;Intelligent systems;Real time systems;Smart cameras;Surveillance;Testing;
Subjects:	T Technology > T Technology (General)
Kulliyyahs/Centres/Divisions/Institutes (Can select more than one option. Press CONTROL button):	Kulliyyah of Engineering > Department of Mechatronics Engineering
Depositing User:	Dr Yasir Mohd Mustafah
Date Deposited:	17 Jun 2013 12:53
Last Modified:	17 Jun 2013 12:58
URI:	http://irep.iium.edu.my/id/eprint/28255

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