Research on the BP-network-based Iris 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...

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Bibliographic Details
Main Authors: Fengzhi Dai, Li Fan, Chunyu Yu, Bo Liu, Ruixiang Bai
Format: Article
Language:English
Published: Atlantis Press 2015-11-01
Series:Journal of Robotics, Networking and Artificial Life (JRNAL)
Subjects:
Online Access:https://www.atlantis-press.com/article/25844537.pdf
Description
Summary: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.
ISSN:2352-6386