Face detection system design for real time high resolution smart camera

Recognizing faces in a crowd in real-time is a key feature which would significantly enhance intelligent surveillance systems. Using a smart camera as a tool to extract faces for recognition would greatly reduce the computational load on the main processing unit. Main processing unit would not be ov...

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Main Authors:	Mohd Mustafah, Yasir, Bigdeli, Abbas, Azman, Amelia Wong, Lovell, Brian
Format:	Conference or Workshop Item
Language:	English
Published:	2009
Subjects:	T Technology (General)
Online Access:	http://irep.iium.edu.my/28296/ http://irep.iium.edu.my/28296/ http://irep.iium.edu.my/28296/1/Face_Detection_System_Design_for_Real_Time_High_Resolution_Smart_Camera.pdf

id	iium-28296
recordtype	eprints
spelling	iium-282962013-09-18T01:21:45Z http://irep.iium.edu.my/28296/ Face detection system design for real time high resolution smart camera Mohd Mustafah, Yasir Bigdeli, Abbas Azman, Amelia Wong Lovell, Brian T Technology (General) Recognizing faces in a crowd in real-time is a key feature which would significantly enhance intelligent surveillance systems. Using a smart camera as a tool to extract faces for recognition would greatly reduce the computational load on the main processing unit. Main processing unit would not be overloaded by the demands of the high data rates of the video and could be designed solely for face recognition. The challenge is with the increasing speed and resolution of the camera sensors, a fast and robust face detection system is required for real time operation. In this paper we report on a multiple-stage face detection system that is designed for implementation on an FPGA based high resolution smart camera system. The system consist of filter stages to greatly reduce the region of interest in video image, followed by a face detection stage to accurately locate the faces. For filter stage, the algorithm is designed to be very fast so that it can be processed in real time. Meanwhile, for face detection stage, a hardware and software co-design technique is utilised to accelerate it. 2009 Conference or Workshop Item PeerReviewed application/pdf en http://irep.iium.edu.my/28296/1/Face_Detection_System_Design_for_Real_Time_High_Resolution_Smart_Camera.pdf Mohd Mustafah, Yasir and Bigdeli, Abbas and Azman, Amelia Wong and Lovell, Brian (2009) Face detection system design for real time high resolution smart camera. In: Third ACM/IEEE International Conference on Distributed Smart Cameras, 2009. ICDSC 2009, 30 Aug. - 2 Sept. 2009, Societ del Casino, Teatro Sociale di Como. http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5289346&tag=1
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) Mohd Mustafah, Yasir Bigdeli, Abbas Azman, Amelia Wong Lovell, Brian Face detection system design for real time high resolution smart camera
description	Recognizing faces in a crowd in real-time is a key feature which would significantly enhance intelligent surveillance systems. Using a smart camera as a tool to extract faces for recognition would greatly reduce the computational load on the main processing unit. Main processing unit would not be overloaded by the demands of the high data rates of the video and could be designed solely for face recognition. The challenge is with the increasing speed and resolution of the camera sensors, a fast and robust face detection system is required for real time operation. In this paper we report on a multiple-stage face detection system that is designed for implementation on an FPGA based high resolution smart camera system. The system consist of filter stages to greatly reduce the region of interest in video image, followed by a face detection stage to accurately locate the faces. For filter stage, the algorithm is designed to be very fast so that it can be processed in real time. Meanwhile, for face detection stage, a hardware and software co-design technique is utilised to accelerate it.
format	Conference or Workshop Item
author	Mohd Mustafah, Yasir Bigdeli, Abbas Azman, Amelia Wong Lovell, Brian
author_facet	Mohd Mustafah, Yasir Bigdeli, Abbas Azman, Amelia Wong Lovell, Brian
author_sort	Mohd Mustafah, Yasir
title	Face detection system design for real time high resolution smart camera
title_short	Face detection system design for real time high resolution smart camera
title_full	Face detection system design for real time high resolution smart camera
title_fullStr	Face detection system design for real time high resolution smart camera
title_full_unstemmed	Face detection system design for real time high resolution smart camera
title_sort	face detection system design for real time high resolution smart camera
publishDate	2009
url	http://irep.iium.edu.my/28296/ http://irep.iium.edu.my/28296/ http://irep.iium.edu.my/28296/1/Face_Detection_System_Design_for_Real_Time_High_Resolution_Smart_Camera.pdf
first_indexed	2023-09-18T20:41:47Z
last_indexed	2023-09-18T20:41:47Z
_version_	1777409413846401024

Face detection system design for real time high resolution smart camera

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