SVD-EBP Algorithm for Iris Pattern Recognition

Details SVD-EBP Algorithm for Iris Pattern Recognition SVD-EBP Algorithm for Iris Pattern Recognition

2012-04-10

arxiv.org/abs/1204.2062v1

Computer Science

Computer Vision and Pattern Recognition

Dec2011-volume2.Issue 12 (IJACSA)

Scientific paper

This paper proposes a neural network approach based on Error Back Propagation (EBP) for classification of different eye images. To reduce the complexity of layered neural network the dimensions of input vectors are optimized using Singular Value Decomposition (SVD). The main of this work is to provide for best method for feature extraction and classification. The details of this combined system named as SVD-EBP system, and results thereof are presented in this paper. Keywords- Singular value decomposition(SVD), Error back Propagation(EBP).

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