Face recognition using eigenfaces and neural networks
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2011
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my.unimap-113902011-03-23T06:36:18Z Face recognition using eigenfaces and neural networks Mohamed Rizon Muhammad Firdaus, Hashim Puteh, Saad Sazali, Yaacob, Prof. Dr. Mohd Rozailan, Mamat Ali Yeon, Md Shakaff, Prof. Dr. Abdul Rahman, Saad Hazri, Desa, Dr. Karthigayan, M. Feature vector Eigenfaces Eigenvalues Eigenvector Link to publisher's homepage at http://www.scipub.org/ In this study, we develop a computational model to identify the face of an unknown person’s by applying eigenfaces. The eigenfaces has been applied to extract the basic face of the human face images. The eigenfaces is then projecting onto human faces to identify unique features vectors. This significant features vector can be used to identify an unknown face by using the backpropagation neural network that utilized euclidean distance for classification and recognition. The ORL database for this investigation consists of 40 people with various 400 face images had been used for the learning. The eigenfaces including implemented Jacobi’s method for eigenvalues and eigenvectors has been performed. The classification and recognition using backpropagation neural network showed impressive positive result to classify face images. 2011-03-23T06:36:18Z 2011-03-23T06:36:18Z 2006 Article American Journal of Applied Sciences, vol.2(6), 2006, pages 1872-1875 1546-9239 http://www.scipub.org/fulltext/ajas/ajas361872-1875.pdf http://hdl.handle.net/123456789/11390 en Science Publications |
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Malaysia |
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http://dspace.unimap.edu.my/ |
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English |
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Feature vector Eigenfaces Eigenvalues Eigenvector |
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Feature vector Eigenfaces Eigenvalues Eigenvector Mohamed Rizon Muhammad Firdaus, Hashim Puteh, Saad Sazali, Yaacob, Prof. Dr. Mohd Rozailan, Mamat Ali Yeon, Md Shakaff, Prof. Dr. Abdul Rahman, Saad Hazri, Desa, Dr. Karthigayan, M. Face recognition using eigenfaces and neural networks |
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Link to publisher's homepage at http://www.scipub.org/ |
| format |
Article |
| author |
Mohamed Rizon Muhammad Firdaus, Hashim Puteh, Saad Sazali, Yaacob, Prof. Dr. Mohd Rozailan, Mamat Ali Yeon, Md Shakaff, Prof. Dr. Abdul Rahman, Saad Hazri, Desa, Dr. Karthigayan, M. |
| author_facet |
Mohamed Rizon Muhammad Firdaus, Hashim Puteh, Saad Sazali, Yaacob, Prof. Dr. Mohd Rozailan, Mamat Ali Yeon, Md Shakaff, Prof. Dr. Abdul Rahman, Saad Hazri, Desa, Dr. Karthigayan, M. |
| author_sort |
Mohamed Rizon |
| title |
Face recognition using eigenfaces and neural networks |
| title_short |
Face recognition using eigenfaces and neural networks |
| title_full |
Face recognition using eigenfaces and neural networks |
| title_fullStr |
Face recognition using eigenfaces and neural networks |
| title_full_unstemmed |
Face recognition using eigenfaces and neural networks |
| title_sort |
face recognition using eigenfaces and neural networks |
| publisher |
Science Publications |
| publishDate |
2011 |
| url |
http://dspace.unimap.edu.my/xmlui/handle/123456789/11390 |
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1643790173242130432 |
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13.214268 |