Biometric Retina Identification Based on Neural Network

作     者：Fahreddin Sadikoglu Selin Uzelaltinbulat 

作者机构：Department of Electrical and Electronic Engineering Near East University P.O.Box:99138 Nicosia North Cyprus Mersin 10 Turkey Department of Computer Engineering Near East University P.O.Box:99138 Nicosia North Cyprus Mersin 10 Turkey 

出 版 物：《Procedia Computer Science》 (计算机科学会议集)

年 卷 期：2016年第102卷

页      面：26-33页

学科分类：08[工学] 0812[工学-计算机科学与技术（可授工学、理学学位）] 

主　　题：Neural network retina recognition backpropagation algorithm 

摘      要：In this paper the design of recognition system for retinal images using neural network is considered. Retina based recognition is perceived as the most secure method for identification of an identity used to distinguish individuals. The retina recognition stages including retina image acquisition, feature extraction and classification of the features are discussed. The structure of the neural network based retina identification is presented. Training of neural network based recognition system is performed using backpropagation algorithm. The structure of neural networks used for retina recognition and its learning algorithm are described. The implementation of recognition system has been done using MATLAB package.