Unconstrained facial recognition systems: a review

Face recognition presents a challenging problem in the field of image analysis and computer vision, and as such has received a great deal of attention over the last few years because of its applications in various domains. Face recognition under controlled environment that is where pose, illumin...

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Main Authors:	Hassan, Marwa Yousif, Khalifa, Othman Omran, Abu Talib, Azhar, Hassan Abdalla Hashim, Aisha
Format:	Article
Language:	English
Published:	Asian Journal of Applied Sciences 2015
Subjects:	T Technology (General)
Online Access:	http://irep.iium.edu.my/43102/ http://irep.iium.edu.my/43102/ http://irep.iium.edu.my/43102/1/2151-9158-1-PB.pdf

id	iium-43102
recordtype	eprints
spelling	iium-431022017-11-17T03:04:14Z http://irep.iium.edu.my/43102/ Unconstrained facial recognition systems: a review Hassan, Marwa Yousif Khalifa, Othman Omran Abu Talib, Azhar Hassan Abdalla Hashim, Aisha T Technology (General) Face recognition presents a challenging problem in the field of image analysis and computer vision, and as such has received a great deal of attention over the last few years because of its applications in various domains. Face recognition under controlled environment that is where pose, illumination and other factors are controlled, has well been developed in the literature and near perfection accuracy results have been achieved. However, the unconstrained counterpart, where these factors are not controlled, still under heavy research. Recently, newly developed algorithms in the field that are based on deep learning technology have made significant progress. In this paper, an overview of the newly developed unconstrained facial recognition systems is presented. Asian Journal of Applied Sciences 2015 Article PeerReviewed application/pdf en http://irep.iium.edu.my/43102/1/2151-9158-1-PB.pdf Hassan, Marwa Yousif and Khalifa, Othman Omran and Abu Talib, Azhar and Hassan Abdalla Hashim, Aisha (2015) Unconstrained facial recognition systems: a review. Asian Journal of Applied Sciences, 3 (2). pp. 346-354. ISSN 2321-0893 http://www.ajouronline.com/index.php?journal=AJAS&page=article&op=view&path%5B%5D=2151&path%5B%5D=1360
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) Hassan, Marwa Yousif Khalifa, Othman Omran Abu Talib, Azhar Hassan Abdalla Hashim, Aisha Unconstrained facial recognition systems: a review
description	Face recognition presents a challenging problem in the field of image analysis and computer vision, and as such has received a great deal of attention over the last few years because of its applications in various domains. Face recognition under controlled environment that is where pose, illumination and other factors are controlled, has well been developed in the literature and near perfection accuracy results have been achieved. However, the unconstrained counterpart, where these factors are not controlled, still under heavy research. Recently, newly developed algorithms in the field that are based on deep learning technology have made significant progress. In this paper, an overview of the newly developed unconstrained facial recognition systems is presented.
format	Article
author	Hassan, Marwa Yousif Khalifa, Othman Omran Abu Talib, Azhar Hassan Abdalla Hashim, Aisha
author_facet	Hassan, Marwa Yousif Khalifa, Othman Omran Abu Talib, Azhar Hassan Abdalla Hashim, Aisha
author_sort	Hassan, Marwa Yousif
title	Unconstrained facial recognition systems: a review
title_short	Unconstrained facial recognition systems: a review
title_full	Unconstrained facial recognition systems: a review
title_fullStr	Unconstrained facial recognition systems: a review
title_full_unstemmed	Unconstrained facial recognition systems: a review
title_sort	unconstrained facial recognition systems: a review
publisher	Asian Journal of Applied Sciences
publishDate	2015
url	http://irep.iium.edu.my/43102/ http://irep.iium.edu.my/43102/ http://irep.iium.edu.my/43102/1/2151-9158-1-PB.pdf
first_indexed	2023-09-18T21:01:24Z
last_indexed	2023-09-18T21:01:24Z
_version_	1777410648196513792

Unconstrained facial recognition systems: a review

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