CANCELABLE BIOMETRICS TECHNIQUE FOR IRIS RECOGNITION

被引：0
|
作者：
Ali, Musab A. M. [1 ]
Tahir, Nooritawati Md [2 ]
机构：
[1] Management & Sci Univ, Dept Informat Sci, Fac Informat Sci Engn, Shah Alam, Selangor, Malaysia
[2] Univ Teknol MARA UiTM, Fac Elect Engn, Shah Alam 40450, Selangor, Malaysia
来源：
2018 IEEE SYMPOSIUM ON COMPUTER APPLICATIONS & INDUSTRIAL ELECTRONICS (ISCAIE 2018) | 2018年
关键词：
cancelable biometrics; Iris recognition; Non-linear Quadratic kerne; Support Vector Machine;
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：
Iris recognition is one of the most reliable biometrics for identification purpose in terms of reliability and accuracy. Hence, in this research the integration of cancelable biometrics features for iris recognition using encryption and decryption non-invertible transformation is proposed. Here, the biometric data is protected via the proposed cancelable biometrics method. The experimental results showed that the recognition rate achieved is 99.9% using Bath-A dataset with a maximum decision criterion of 0.97 along with acceptable processing time.
引用
收藏
页码：434 / 437
页数：4
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