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Overview of Meta-Analysis of Third-Party Evaluations of Iris Recognition

机译:虹膜识别第三方评估荟萃分析概述

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Iris recognition has long been widely regarded as a highly accurate biometric, despite the lack of independent, large-scale testing of its performance. Recently, however, three third-party evaluations of iris recognition were performed. This paper compares and contrasts the results of these independent evaluations. We find that despite differences in methods, hardware, and/or software, all three studies report error rates of the same order of magnitude: observed false non-match rates (FNMRs) from 0.0122 to 0.03847 at a false match rate (FMR) of 0.001. Further, the differences between the best performers' error rates are an order of magnitude smaller than the observed error rates.
机译:虹膜识别长期被广泛被视为一种高度准确的生物识别,尽管缺乏独立,对其性能的大规模测试。然而,最近,进行了对虹膜识别的三个第三方评估。本文比较和对比这些独立评估的结果。我们发现,尽管方法,硬件和/或软件的差异,但所有三种研究报告了相同数量级的错误率:以0.0122观察到的假非匹配率(FNMR)以假匹配速率(FMR)为0.03847 0.001。此外,最佳表现者误差率之间的差异是小于观察到的误差速率的数量级。

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