Research on the BP-network-based Iris Recognition

被引：1
|
作者：
Dai, Fengzhi [1 ]
Fan, Li [1 ]
Yu, Chunyu [1 ]
Liu, Bo [1 ]
Bai, Ruixiang [1 ]
机构：
[1] Tianjin Univ Sci & Technol, Coll Elect Informat & Automat, Tianjin 300222, Peoples R China
来源：
JOURNAL OF ROBOTICS NETWORKING AND ARTIFICIAL LIFE | 2015年 / 2卷 / 03期
关键词：
iris recognition; artificial neural network; back propagation algorithm; pattern recognition;
D O I：
10.2991/jrnal.2015.2.3.6
中图分类号：
TP24 [机器人技术];
学科分类号：
080202 ; 1405 ;
摘要：
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.
引用
收藏
页码：162 / 165
页数：4
相关论文
共 50 条
  • [41] Human Behavior Recognition Based on BP Neural Network
    Liu, Hongli
    Tu, Liang
    Chen, Tao
    Xie, Chengcheng
    Xiao, Julan
    Chen, Ying
    PROCEEDINGS OF THE 2021 CROSS STRAIT RADIO SCIENCE AND WIRELESS TECHNOLOGY CONFERENCE (CSRSWTC), 2021, : 64 - 66
  • [42] Fault recognition based on improved BP neural network
    Han, WL
    Zhang, YD
    COMPUTER APPLICATIONS IN THE MINERALS INDUSTRIES, 2001, : 163 - 166
  • [43] Pattern recognition for faults based on BP wavelet network
    Tang, Xianying
    Zhang, Youliang
    Jisuanji Gongcheng/Computer Engineering, 2003, 29 (07):
  • [44] Research on Wear Debris Recognition based on Patch Similarity of Anisotropic Diffusion and BP neural network
    Kang, Jianli
    INFORMATION TECHNOLOGY APPLICATIONS IN INDUSTRY, PTS 1-4, 2013, 263-266 : 2458 - 2461
  • [45] Research on Voice Print Recognition Algorithm based on Wavelet-GA-BP Neural Network
    Kong Yanfeng
    Jia Lianxing
    Zhang Jiang
    2019 6TH INTERNATIONAL CONFERENCE ON MECHATRONICS AND MECHANICAL ENGINEERING, 2020, 717
  • [46] A research of Digital Signal Recognition in Military Communication Based on RS-BP Neural Network
    Wang, Gang
    Liu, Xiangyang
    Guo, Yong
    Ma, Simin
    BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY, 2020, 126 : 272 - 272
  • [47] Research on vehicle adaptive cruise control based on BP neural network working condition recognition
    Wang, Yongwei
    Guo, Zhijun
    Wu, Jingbo
    Fu, Shenzhen
    Journal of Engineering, 2022, 2022 (02): : 132 - 147
  • [48] Research on vehicle adaptive cruise control based on BP neural network working condition recognition
    Wang, Yongwei
    Guo, Zhijun
    Wu, Jingbo
    Fu, Shenzhen
    JOURNAL OF ENGINEERING-JOE, 2022, 2022 (02): : 132 - 147
  • [49] Research on Chinese Vehicle License Plate Detection and Recognition Technology Based on BP Neural Network
    Zhu, Mengyuan
    Yuan, Kaibo
    Li, Shuijin
    Wang, Yu
    PROCEEDINGS OF THE SIXTEENTH INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE AND ENGINEERING MANAGEMENT - VOL 1, 2022, 144 : 536 - 547
  • [50] Prison Identification Technology Research Based on Iris Image Recognition
    Lv Hanfei
    Jiang Congfeng
    INTERNATIONAL JOURNAL OF SECURITY AND ITS APPLICATIONS, 2015, 9 (09): : 1 - 8
12345