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Intelligent Face Recognition System
http://hdl.handle.net/20.500.12678/0000004244
http://hdl.handle.net/20.500.12678/0000004244fa21404a-7e0c-4dba-ad66-df1dc8d9efd9
2844da7a-093d-46dd-89b7-ac9cfe59f83f
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Title | ||||||
Title | Intelligent Face Recognition System | |||||
Language | en | |||||
Publication date | 2011-04-05 | |||||
Authors | ||||||
Wai, Ei Phyo | ||||||
Sein, Myint Myint | ||||||
Description | ||||||
Face recognition has become one of themost important fields in automated biometricidentification system [1].The face is our primaryfocus of attention in social intercourse, playing amajor role in biometric security system. Thispaper focused on identification of personalinformation from National Registration Cardand providing the information of NRC holder.Motivation of this paper is to identify authorizedperson for security system by using NRC card.Therefore there is no such face recognitionsystem from low quality image of NRC card.Experimental results using MATLAB aredemonstrated in this paper to verify the viabilityof the proposed face recognition method. Itshows that only 15% of eigenfaces with thelargest Eigen values are sufficient for therecognition of the person. It also shows that ifthe minimum Euclidian distance of the test imagefrom other images is zero, then the test imagecompletely matches the existing image in thedatabase. If minimum Euclidian distance is nonzerobut less than threshold value, then it is aknown face but having different face expressionelse it is an unknown face. | ||||||
Keywords | ||||||
Face Recognition, Eigenfaces, Eigen values, Euclidian distance | ||||||
Identifier | http://onlineresource.ucsy.edu.mm/handle/123456789/199 | |||||
Journal articles | ||||||
Ninth International Conference On Computer Applications (ICCA 2011) | ||||||
Conference papers | ||||||
Books/reports/chapters | ||||||
Thesis/dissertations |