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A linear regression analysis of the effects of age related pupil dilation change in iris biometrics

机译:与年龄相关瞳孔扩张变化在虹膜生物识别中的线性回归分析

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Medical studies have shown that average pupil size decreases linearly throughout adult life. Therefore, on average, the longer the time between acquisition of two images of the same iris, the larger the difference in dilation between the two images. Several studies have shown that increased difference in dilation causes an increase in the false nonmatch rate for iris recognition. Thus, increased difference in pupil dilation is one natural mechanism contributing to an iris template aging effect. We present an experimental analysis of the change in genuine match scores in the context of dilation differences due to aging.
机译:医学研究表明,平均瞳孔大小在整个成年生命中线性降低。因此,平均而言,采集两种图像的相同虹膜的两个图像之间的时间越长,两个图像之间的扩张差异越大。几项研究表明,扩张的差异增加导致虹膜识别的假非匹配速率的增加。因此,瞳孔扩张的增加差异是一种有助于虹膜模板衰老效应的一种自然机制。我们在衰老引起的扩张差异范围内对真正匹配分数的变化进行了实验分析。

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