Rotation compensation iris recognition system using multi-scale directional filter bank and 2DPCA

被引：1

作者：

Sulochana C.H. ^{[1
]}

Selvan S. ^{[2
]}

机构：

[1] Department of Electronics and Communication Engineering, Noorul Islam College of Engineering, Kanya Kumari District, Tamil Nadu

[2] Computer science and engineering, Francis Xavier College of Engineering, Tirunelveli

来源：

International Journal of Modelling and Simulation | 2010年 / 30卷 / 04期

关键词：

2DPCA; Biometrics; Iris recognition; Matching; Multi-scale directional filter bank;

D O I：

10.2316/Journal.205.2010.4.205-5114

中图分类号：

学科分类号：

摘要：

This paper proposes a novel rotation invariant iris recognition method using the eigen features of directional filter bank (DFB). Rotation invariant feature vectors are obtained by applying Eigenanalysis to the directional sub-bands. Experimental results show that DFB captures the directional information of iris images and the rotation invariant features achieve high classification accuracy on rotated images (due to head tilt) of the database.

引用

页码：499 / 505

页数：6

共 4 条

[1] A High-Security-Level Iris Recognition System Based on Multi-Scale Dominating Feature Points
Lin, Kuo-Chun
Chen, Yen-Ming
IEEE SIGNAL PROCESSING LETTERS, 2024, 31 : 1600 - 1604
[2] FMnet: Iris Segmentation and Recognition by Using Fully and Multi-Scale CNN for Biometric Security
Tobji, Rachida
Di, Wu
Ayoub, Naeem
APPLIED SCIENCES-BASEL, 2019, 9 (10):
[3] Iris Recognition Using 2-D Elliptical-Support Wavelet Filter Bank
Abdul-Jabbar, Jassim M.
Abdulkader, Zena N.
2012 3RD INTERNATIONAL CONFERENCE ON IMAGE PROCESSING THEORY, TOOLS AND APPLICATIONS, 2012, : 359 - 363
[4] Multi-sensor Activity Recognition Using 2DPCA and K-means Clustering Based on Dual-measure Distance
He, Hong
Huang, Jifeng
Zhang, Wuxiong
2017 26TH IEEE INTERNATIONAL SYMPOSIUM ON ROBOT AND HUMAN INTERACTIVE COMMUNICATION (RO-MAN), 2017, : 858 - 863

← 1 →