PCA-based Palm Vein Authentication System

被引：0

作者：

Bayoumi, Sahar ^{[1
]}

Al-Zahrani, Sara ^{[1
]}

Sheikh, Afnan ^{[1
]}

Al-Sebayel, Ghada ^{[1
]}

Al-Magooshi, Sulaf ^{[1
]}

Al-Sayigh, Sara ^{[1
]}

机构：

[1] King Saud Univ, Dept Informat Technol, Riyadh 11451, Saudi Arabia

来源：

2013 INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND APPLICATIONS (ICISA 2013) | 2013年

关键词：

Biometrics; Securtiy; Image processing; Palm vein Authentication; principle component analysis (PCA); supervised pattern recognition;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

In this paper we proposed a system for authentication using Palm Vein based on using principle component analysis (PCA) for feature extraction. Palm vein images of dorsa captured using infrared camera. PCA is applied to generate vector of features that represent the highest detailed variant information. A matching process is then applied to find the best match from the data base to recognize and authenticate the person. Experiments show that our system able to recognize human with accuracy 85% in real-time based on supervised recognition.

引用

页数：3

共 50 条

[1] Biometric Authentication System Based on Palm Vein
Al-Juboori, Ali Mohsin
Wu, Xiangqian
Zhao, Qiushi
[J]. 2013 INTERNATIONAL CONFERENCE ON COMPUTER SCIENCES AND APPLICATIONS (CSA), 2013, : 52 - 57
[2] Design of Palm Vein Authentication System
Ghute, Minal
Korde, Mridula
Kamble, Kanchan
Khade, Sachin
[J]. BIOSCIENCE BIOTECHNOLOGY RESEARCH COMMUNICATIONS, 2020, 13 (14): : 273 - 276
[3] Palm vein authentication system: A review
Computer Science and Engineering Department, Heritage Institute of Technology, Kolkata, India
不详
不详
[J]. Int. J. Control Autom, 1600, 1 (27-34):
[4] Palm Vein Authentication and Verification System
Comert, M.
Yildiz, A.
[J]. ACTA PHYSICA POLONICA A, 2016, 130 (01) : 175 - 177
[5] Palm Print and Palm Vein Biometric Authentication System
Siddharth, J. Ajay
Prabha, A. P. Hari
Srinivasan, T. J.
Lalithamani, N.
[J]. ARTIFICIAL INTELLIGENCE AND EVOLUTIONARY COMPUTATIONS IN ENGINEERING SYSTEMS, ICAIECES 2016, 2017, 517 : 539 - 545
[6] PCA-Based Animal Classification System
Dandil, Emre
Polattimur, Rukiye
[J]. 2018 2ND INTERNATIONAL SYMPOSIUM ON MULTIDISCIPLINARY STUDIES AND INNOVATIVE TECHNOLOGIES (ISMSIT), 2018, : 497 - 501
[7] Palm Vein Based Authentication System by Using Convolution Neural Network
Al-jaberi, Ali Salam
Al-juboori, Ali Mohsin
Al-Jumeily, Rawaa
Al-Khafajiy, Mohammed
Baker, Thar
[J]. 2021 14TH INTERNATIONAL CONFERENCE ON DEVELOPMENTS IN ESYSTEMS ENGINEERING (DESE), 2021, : 370 - 375
[8] Partial palm vein based biometric authentication
Nayar, Gayathri R.
Thomas, Tony
[J]. JOURNAL OF INFORMATION SECURITY AND APPLICATIONS, 2023, 72
[9] Generalized Net Model of Biometric Authentication System Based on Palm Geometry and Palm Vein Matching
Ivanova, Zhelyana
Bureva, Veselina
[J]. CONTEMPORARY METHODS IN BIOINFORMATICS AND BIOMEDICINE AND THEIR APPLICATIONS, 2022, 374 : 121 - 130
[10] Palm print Recognition using PCA-based Adaptive Weighted Directional Features
Daniel, Stella
Maik, Vivek
[J]. 2017 2ND IEEE INTERNATIONAL CONFERENCE ON RECENT TRENDS IN ELECTRONICS, INFORMATION & COMMUNICATION TECHNOLOGY (RTEICT), 2017, : 195 - 199

← 1 2 3 4 5 →