Skin region detector for real time face detection system

In this paper we present a real-time skin region detection method for high resolution video on embedded platforms. In the implementation, the region of interest is detected using two algorithms, running in parallel. One algorithm eliminates the background and the other one, detects the skin color pa...

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Bibliographic Details
Main Authors:	Mohd Mustafah, Yasir, Azman, Amelia Wong
Format:	Conference or Workshop Item
Language:	English
Published:	2012
Subjects:	T Technology (General)
Online Access:	http://irep.iium.edu.my/28305/ http://irep.iium.edu.my/28305/ http://irep.iium.edu.my/28305/1/Skin_Region_Detector_for_Real_Time_Face_Detection_System.pdf

id	iium-28305
recordtype	eprints
spelling	iium-283052013-02-26T02:12:22Z http://irep.iium.edu.my/28305/ Skin region detector for real time face detection system Mohd Mustafah, Yasir Azman, Amelia Wong T Technology (General) In this paper we present a real-time skin region detection method for high resolution video on embedded platforms. In the implementation, the region of interest is detected using two algorithms, running in parallel. One algorithm eliminates the background and the other one, detects the skin color patches in the image. To allow images to be processed rapidly on hardware, several techniques were employed to improve the speed and reduce the required memory requirement of the algorithm. Experimental results show that the background subtraction and skin detection are comparable to previously published methods. Moreover, the combination of the two can improve the detection result significantly. The implementation and functional simulation of the modules was based on SystemC and from the VHDL synthesis, the module occupied only 9 of LUTs and 20 BRAM on a Xilinx Spartan-3 XC35000 FPGA. 2012-07 Conference or Workshop Item PeerReviewed application/pdf en http://irep.iium.edu.my/28305/1/Skin_Region_Detector_for_Real_Time_Face_Detection_System.pdf Mohd Mustafah, Yasir and Azman, Amelia Wong (2012) Skin region detector for real time face detection system. In: International Conference on Computer and Communication Engineering (ICCCE 2012), 3-5 July 2012, Seri Pacific Hotel Kuala Lumpur. http://ieeexplore.ieee.org/xpl/articleDetails.jsp?reload=true&arnumber=6271269&contentType=Conference+Publications
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 Azman, Amelia Wong Skin region detector for real time face detection system
description	In this paper we present a real-time skin region detection method for high resolution video on embedded platforms. In the implementation, the region of interest is detected using two algorithms, running in parallel. One algorithm eliminates the background and the other one, detects the skin color patches in the image. To allow images to be processed rapidly on hardware, several techniques were employed to improve the speed and reduce the required memory requirement of the algorithm. Experimental results show that the background subtraction and skin detection are comparable to previously published methods. Moreover, the combination of the two can improve the detection result significantly. The implementation and functional simulation of the modules was based on SystemC and from the VHDL synthesis, the module occupied only 9 of LUTs and 20 BRAM on a Xilinx Spartan-3 XC35000 FPGA.
format	Conference or Workshop Item
author	Mohd Mustafah, Yasir Azman, Amelia Wong
author_facet	Mohd Mustafah, Yasir Azman, Amelia Wong
author_sort	Mohd Mustafah, Yasir
title	Skin region detector for real time face detection system
title_short	Skin region detector for real time face detection system
title_full	Skin region detector for real time face detection system
title_fullStr	Skin region detector for real time face detection system
title_full_unstemmed	Skin region detector for real time face detection system
title_sort	skin region detector for real time face detection system
publishDate	2012
url	http://irep.iium.edu.my/28305/ http://irep.iium.edu.my/28305/ http://irep.iium.edu.my/28305/1/Skin_Region_Detector_for_Real_Time_Face_Detection_System.pdf
first_indexed	2023-09-18T20:41:48Z
last_indexed	2023-09-18T20:41:48Z
_version_	1777409414991446016

Skin region detector for real time face detection system

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