PERSON AUTHENTICATION TECHNIQUE USING HUMAN IRIS RECOGNITION

被引:5
|
作者
Daniel, David Marius [1 ]
Monica, Borda [1 ]
机构
[1] Tech Univ Cluj Napoca, Fac Elect Telecommun & Informat Technol, Cluj Napoca, Romania
关键词
authentication system; iris recognition; vector of features; Euclidean classifier; MLP classifier; Hybrid classifier;
D O I
10.1109/ISETC.2010.5679317
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Research topic covered was the identification of a characteristic method of authentication based on biometric iris reading to achieve a solution to secure communications. Biometric identification solution based on iris reading was combined with conventional authentication methods to achieve more secure communications and computers better protected. The paper presents three iris classification techniques: Euclidean classifier, MLP classifier and the Hybrid Classifier. We created classifiers and compared their effectiveness when they are implemented in a system that allows the identification of iris combined with password identification. Application was made using Microsoft Visual Studio 2005 and involved several steps among which both using a free iris database, acquisition, processing and encoding human iris, code management, design classifiers and a comparative study regarding effectiveness of these classifiers.
引用
收藏
页码:265 / 268
页数:4
相关论文
共 50 条
  • [1] Authentication using Iris Recognition with Parallel Approach
    Ghosh, Priyam
    Rajashekharababu, M.
    [J]. INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2013, 13 (05): : 87 - 93
  • [2] FEATURE EXTRACTION OF IRIS IMAGES USING ICA FOR PERSON AUTHENTICATION
    Talbar, Sanjay N.
    Bodade, Rajesh M.
    [J]. ICSPC: 2007 IEEE INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND COMMUNICATIONS, VOLS 1-3, PROCEEDINGS, 2007, : 1055 - +
  • [3] Biometric Authentication System for Industrial Applications using Iris Recognition
    Jardine, A.
    Ramotsoela, T. D.
    Hancke, G. P.
    [J]. PROCEEDINGS OF 2021 IEEE 30TH INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS (ISIE), 2021,
  • [4] Real-Time Human Authentication System Based on Iris Recognition
    Hafeez, Huma
    Zafar, Muhammad Naeem
    Abbas, Ch Asad
    Elahi, Hassan
    Ali, Muhammad Osama
    [J]. ENG, 2022, 3 (04): : 693 - 708
  • [5] A novel personal biometric authentication technique using human iris based on fractal dimension features
    Chen, WS
    Yuan, SY
    [J]. 2003 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL III, PROCEEDINGS: IMAGE & MULTIDIMENSIONAL SIGNAL PROCESSING SIGNAL, PROCESSING EDUCATION, 2003, : 201 - 204
  • [6] Iris Recognition Technique
    解梅
    [J]. Journal of Electronic Science and Technology, 2006, (03) : 219 - 224
  • [7] A wavelet transform based technique for the recognition of the human iris
    Boles, WW
    [J]. ISSPA 96 - FOURTH INTERNATIONAL SYMPOSIUM ON SIGNAL PROCESSING AND ITS APPLICATIONS, PROCEEDINGS, VOLS 1 AND 2, 1996, : 601 - 604
  • [8] Person Identification through IRIS Recognition
    Das, Poulami
    Bhattacharyya, Debnath
    Bandyopadhyay, Samir Kumar
    Kim, Tai-Hoon
    [J]. INTERNATIONAL JOURNAL OF SECURITY AND ITS APPLICATIONS, 2009, 3 (01): : 129 - 147
  • [9] Multimodal Biometric Authentication using Fingerprint and Iris Recognition in Identity Management
    Vishi, Kamer
    Yayilgan, Sule Yildirim
    [J]. 2013 NINTH INTERNATIONAL CONFERENCE ON INTELLIGENT INFORMATION HIDING AND MULTIMEDIA SIGNAL PROCESSING (IIH-MSP 2013), 2013, : 334 - 341
  • [10] Biometric Iris Recognition using Sobel Edge Detection for Secured Authentication
    Vishwakarma, Nisha
    Patel, Vinod
    [J]. 2019 2ND INTERNATIONAL CONFERENCE ON INTELLIGENT COMMUNICATION AND COMPUTATIONAL TECHNIQUES (ICCT), 2019, : 119 - 123