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Face Recognition using Eigenfaces

by M A Imran, M S U Miah, H Rahman, A Bhowmik, D Karmaker
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 118 - Number 5
Year of Publication: 2015
Authors: M A Imran, M S U Miah, H Rahman, A Bhowmik, D Karmaker
10.5120/20740-3119

M A Imran, M S U Miah, H Rahman, A Bhowmik, D Karmaker . Face Recognition using Eigenfaces. International Journal of Computer Applications. 118, 5 ( May 2015), 12-16. DOI=10.5120/20740-3119

@article{ 10.5120/20740-3119,
author = { M A Imran, M S U Miah, H Rahman, A Bhowmik, D Karmaker },
title = { Face Recognition using Eigenfaces },
journal = { International Journal of Computer Applications },
issue_date = { May 2015 },
volume = { 118 },
number = { 5 },
month = { May },
year = { 2015 },
issn = { 0975-8887 },
pages = { 12-16 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume118/number5/20740-3119/ },
doi = { 10.5120/20740-3119 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T23:00:52.154666+05:30
%A M A Imran
%A M S U Miah
%A H Rahman
%A A Bhowmik
%A D Karmaker
%T Face Recognition using Eigenfaces
%J International Journal of Computer Applications
%@ 0975-8887
%V 118
%N 5
%P 12-16
%D 2015
%I Foundation of Computer Science (FCS), NY, USA
Abstract

We tried to develop a real time face detection and recognition system which uses an "appearance-based" approach. For detection purpose we used Viola Jones algorithm. To recognize face we worked with Eigen Faces which is a PCA based algorithm. In a real time to recognize a face we need a data training set. For data training set we took five images of each person and manipulated the Eigen values to match the known individual.

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Index Terms

Computer Science
Information Sciences

Keywords

Face Detection Face Recognition Eigen Faces PCA

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