SVD-EBP Algorithm for Iris Pattern Recognition
Computer Vision and Pattern Recognition
2012-04-11 v1
Abstract
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).
Keywords
Cite
@article{arxiv.1204.2062,
title = {SVD-EBP Algorithm for Iris Pattern Recognition},
author = {Babasaheb G. Patil and Shaila Subbaraman},
journal= {arXiv preprint arXiv:1204.2062},
year = {2012}
}
Comments
Dec2011-volume2.Issue 12 (IJACSA)