Performance Analysis on Iris Recognition Based on Half Polar Iris Localization and Normalization Method using Modified Low Cost Camera

被引:0
|
作者
Ramli, Kalamullah [1 ]
Nurhadi, Rudy [1 ]
Suryanto, Yohan [1 ]
Presekal, Alfan [1 ]
机构
[1] Univ Indonesia, Ctr FAIRNESS, Comp Engn, Depok, Indonesia
来源
2017 15TH INTERNATIONAL CONFERENCE ON QUALITY IN RESEARCH (QIR) - INTERNATIONAL SYMPOSIUM ON ELECTRICAL AND COMPUTER ENGINEERING | 2017年
关键词
biometric-based authentication; iris recognition; half polar iris localization and normalization; performance analysis;
D O I
暂无
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
Iris recognition offers unique pattern as a biometric authentication. Iris has advantages in term of universality, distinctiveness, permanence, and collectability. This research proposed implementation of half polar iris localization and normalization to improve performance of iris recognition that is detected using modified low cost camera. In the development phase dataset from CASIA-IrisV1 is used. The performance of the recognition is then evaluated based on level of accuracy and execution time. Our proposed method produces better accuracy for Iris Localization, and hence suitable for Iris Recognition The processing speed analysis shows that the proposed method performs faster Iris based authentication.
引用
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页码:1 / 4
页数:4
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