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

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...

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Main Authors: Mustafah, Yasir Mohd., Shan, T., Azman, Amelia Wong, Bigdeli, A., Lovell, B. C.
Format: Conference or Workshop Item
Language:English
Published: 2007
Subjects:
Online Access:http://irep.iium.edu.my/28255/
http://irep.iium.edu.my/28255/1/C002._Real-Time_Face_Detection_and_Tracking_for_High_Resolution_Smart_Camera_System.pdf
id iium-28255
recordtype eprints
spelling iium-282552013-06-17T04:58:29Z http://irep.iium.edu.my/28255/ Real-Time Face Detection and Tracking for High Resolution Smart Camera System Mustafah, Yasir Mohd. Shan, T. Azman, Amelia Wong Bigdeli, A. Lovell, B. C. T Technology (General) 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. 2007-12 Conference or Workshop Item PeerReviewed application/pdf en http://irep.iium.edu.my/28255/1/C002._Real-Time_Face_Detection_and_Tracking_for_High_Resolution_Smart_Camera_System.pdf 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.
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.
Shan, T.
Azman, Amelia Wong
Bigdeli, A.
Lovell, B. C.
Real-Time Face Detection and Tracking for High Resolution Smart Camera System
description 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.
format Conference or Workshop Item
author Mustafah, Yasir Mohd.
Shan, T.
Azman, Amelia Wong
Bigdeli, A.
Lovell, B. C.
author_facet Mustafah, Yasir Mohd.
Shan, T.
Azman, Amelia Wong
Bigdeli, A.
Lovell, B. C.
author_sort Mustafah, Yasir Mohd.
title Real-Time Face Detection and Tracking for High Resolution Smart Camera System
title_short Real-Time Face Detection and Tracking for High Resolution Smart Camera System
title_full Real-Time Face Detection and Tracking for High Resolution Smart Camera System
title_fullStr Real-Time Face Detection and Tracking for High Resolution Smart Camera System
title_full_unstemmed Real-Time Face Detection and Tracking for High Resolution Smart Camera System
title_sort real-time face detection and tracking for high resolution smart camera system
publishDate 2007
url http://irep.iium.edu.my/28255/
http://irep.iium.edu.my/28255/1/C002._Real-Time_Face_Detection_and_Tracking_for_High_Resolution_Smart_Camera_System.pdf
first_indexed 2023-09-18T20:41:45Z
last_indexed 2023-09-18T20:41:45Z
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