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Automatic face recognition system

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Main Authors: Mekhilef, Saad, Dr., S. B., Low, C. L., Ng, M., Mahadani
Other Authors: saad@um.edu.my
Format: Article
Language:English
Published: The Institution of Engineers, Malaysia 2011
Subjects:
Automatic face recognition
Eigenfaces
Face detection
Online Access:http://dspace.unimap.edu.my/xmlui/handle/123456789/13725
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spelling my.unimap-137252011-09-13T02:53:32Z Automatic face recognition system Mekhilef, Saad, Dr. S. B., Low C. L., Ng M., Mahadani saad@um.edu.my Automatic face recognition Eigenfaces Face detection Link to publisher's homepage at http://www.myiem.org.my/ The paper presents the implementation of algorithms to develop an automatic face recognition system. The system extracts the human face and then recognizing that face for a match of the desired people from face database. It consists of two major phase which are the face detection and face identification. In face detection, the face region is extracted from the original image using skin color techniques. Various techniques are used to handle bad illumination and face alignment problem. In face identification phase, Eigenfaces approach is used to overcome the problems of large sets of image and improper illuminating conditions. Experimental results are presented using images of students. The efficiency of the applied approaches is analyzed and compared with previous works. 2011-09-13T02:53:32Z 2011-09-13T02:53:32Z 2008-06 Article The Journal of the Institution of Engineers, Malaysia, vol. 69(2), 2008, pages 31-39 0126-513X http://www.myiem.org.my/content/iem_journal_2008-179.aspx http://hdl.handle.net/123456789/13725 en The Institution of Engineers, Malaysia
institution Universiti Malaysia Perlis
building UniMAP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Perlis
content_source UniMAP Library Digital Repository
url_provider http://dspace.unimap.edu.my/
language English
topic Automatic face recognition
Eigenfaces
Face detection
spellingShingle Automatic face recognition
Eigenfaces
Face detection
Mekhilef, Saad, Dr.
S. B., Low
C. L., Ng
M., Mahadani
Automatic face recognition system
description Link to publisher's homepage at http://www.myiem.org.my/
author2 saad@um.edu.my
author_facet saad@um.edu.my
Mekhilef, Saad, Dr.
S. B., Low
C. L., Ng
M., Mahadani
format Article
author Mekhilef, Saad, Dr.
S. B., Low
C. L., Ng
M., Mahadani
author_sort Mekhilef, Saad, Dr.
title Automatic face recognition system
title_short Automatic face recognition system
title_full Automatic face recognition system
title_fullStr Automatic face recognition system
title_full_unstemmed Automatic face recognition system
title_sort automatic face recognition system
publisher The Institution of Engineers, Malaysia
publishDate 2011
url http://dspace.unimap.edu.my/xmlui/handle/123456789/13725
_version_ 1643790951815053312
score 13.214268

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