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Face Recognition Using Eigen faces With ANN: Back Propagation Algorithm project on C# .NET

C# .NET ideas   Last update on -  January 10, 2014
Bhupendra kumar
Bhupendra kumar
 
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Face Recognition Using Eigen faces With ANN: Back Propagation Algorithm project abstract


Publish by  Bhupendra kumar
Project Name  Face Recognition Using Eigen faces With ANN: Back Propagation Algorithm
Upload Date  January 10, 2014
Platform  C# .NET
Programming Language  VS C#.NET
Database  MSSQL
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Back end  
Project Type  desktop Application
View  3849

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Face Recognition Using Eigen faces With ANN: Back Propagation Algorithm project description

Face is a complex multidimensional visual model and developing a computational model for face recognition is difficult. Face recognition is one of biometric methods, to identify given face image using main features of face. In this paper, we propose a near real-time effective face recognition system for consumer application. Since the nature of application domain requires real time result and better accuracy, it poses a serious challenge.  A neural based algorithm is presented, to detect frontal views of faces. The dimensionality of face image is reduced by the Principal component analysis (PCA) and the recognition is done by the Back propagation Neural Network (BPNN) .

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