Research on the BP-network-based Iris Recognition

Fengzhi Dai, Li Fan, Chunyu Yu, Bo Liu, Ruixiang Bai
Corresponding Author
Fengzhi Dai
Available Online 1 December 2015.
iris recognition, artificial neural network, back propagation algorithm, pattern recognition
Iris recognition is the highly trusted identification recognition technology among methods of biological recognition. In this paper, we use the back propagation algorithm to train the neural network, so as to establish the iris recognition system model. The experiment demonstrates that it has a high recognition rate and the recognition speed is reasonable. The proposed method provides a convenient way for iris recognition.

© 2013, the Authors. Published by ALife Robotics Corp. Ltd.
Open Access
This is an open access article distributed under the CC BY-NC license (

Download article (PDF)