基于改进低成本相机半极虹膜定位归一化方法的虹膜识别性能分析

K. Ramli, Rudy Nurhadi, Y. Suryanto, Alfan Presekal
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引用次数: 4

摘要

虹膜识别提供了一种独特的生物识别模式。虹膜具有通用性、独特性、永久性、可收藏性等优点。本研究提出了半极虹膜定位和归一化的实现,以提高改进的低成本相机检测虹膜的识别性能。在开发阶段,使用CASIA-IrisV1数据集。然后根据准确率和执行时间来评估识别的性能。该方法具有较高的虹膜定位精度,适用于虹膜识别。处理速度分析表明,该方法可以实现更快的基于虹膜的身份验证。
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Performance analysis on iris recognition based on half polar iris localization and normalization method using modified low cost camera
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.
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