SVD-EBP Algorithm for Iris Pattern Recognition
This is an incremental improvement for iris recognition systems, focusing on feature extraction and classification.
The paper tackled iris pattern recognition by combining Singular Value Decomposition (SVD) for dimensionality reduction with an Error Back Propagation (EBP) neural network for classification, but no concrete results or numbers are provided.
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).