Real-time face detection and tracking for high resolution smart camera system

Mustafah, Y. M., Shan, T., Azman, A., 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 Digital Image Computing Techniques and Applications (DICTA 2007), Adelaide, Australia, (387-393). 3-5 December 2007. doi:10.1109/DICTA.2007.4426823

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Author Mustafah, Y. M.
Shan, T.
Azman, A.
Bigdeli, A.
Lovell, B. C.
Title of paper Real-time face detection and tracking for high resolution smart camera system
Conference name 9th Biennial Conference of the Australian Pattern Recognition Society on Digital Image Computing Techniques and Applications (DICTA 2007)
Conference location Adelaide, Australia
Conference dates 3-5 December 2007
Proceedings title Digital Image Computing Techniques and Applications
Journal name Proceedings - Digital Image Computing Techniques and Applications: 9th Biennial Conference of the Australian Pattern Recognition Society, DICTA 2007
Place of Publication Piscataway, NJ, U.S.A.
Publisher IEEE - Institute of Electrical Electronics Engineers Inc.
Publication Year 2007
Sub-type Fully published paper
DOI 10.1109/DICTA.2007.4426823
Open Access Status
ISBN 0-7695-3067-2
Start page 387
End page 393
Total pages 7
Language eng
Abstract/Summary 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.
Subjects E1
280203 Image Processing
280207 Pattern Recognition
Keyword Intelligent surveillance systems
Smart cameras
Face recognition
Face detection
Tracking system
Q-Index Code E1
Q-Index Status Confirmed Code
Institutional Status UQ

 
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Created: Fri, 25 Apr 2008, 03:43:37 EST by Donna Clark on behalf of School of Information Technol and Elec Engineering