摘要
随着信息化社会的高速发展,人们生活水平的不断提升,与此同时人们开始越来越注重身份验证的准确性、安全性、稳定性。人体生物特征表现出了几大特点:唯一性、稳定性、不可复制。本文通过深度学习技术简述、分析特性、探究支持,研究了生物特征识别中的虹膜识别方法。虹膜识别性能指标在应用中相比其他生物指标高,具有很高的研究价值。希望通过本次对虹膜识别方法的探究,促进虹膜识别在人工智能方面的新发展。
With the rapid development of the information society,people＇s living standard has been continuously improved. At the same time,more and more attention has been paid to the accuracy,security and stability of authentication. The biological characteristics of human body shows several characteristics： uniqueness,stability and non-reproduction. In this paper,through technical discussion,characteristics analysis and support exploration of deep learning,iris recognition of the biometric recognition is researched. Simulation shows that the technological index of iris recognition performance in the application is higher than other biometric identification index,which has high research value. It is expected that this research could promote the new development of iris recognition in artificial intelligence.
作者
陈虹旭
李晓坤
郑永亮
邵娜
杨磊
刘磊
CHEN Hongxu;LI Xiaokun;ZHENG Yongliang;SHAO Na;YANG Lei;LIU Lei(Heilongjiang Hengxun Technology Co. ,Ltd., Harbin 150090, China)
出处
《智能计算机与应用》
2018年第2期108-111,115,共5页
Intelligent Computer and Applications
基金
中小企业创新基金(2017FF1GJ023)
专利优势示范企业基金(2017YBQCZ029)
国家自然科学基金(81273649)
关键词
深度学习
生物特征识别
虹膜识别
人工智能
deep learning
biometric identification
iris recognition
artificial intelligence
