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潜在指纹的傅里叶变换红外反射光谱:个体年龄的生物特征指标。

Fourier transform infrared reflectance spectra of latent fingerprints: a biometric gauge for the age of an individual.

作者信息

Hemmila April, McGill Jim, Ritter David

机构信息

Southeast Missouri Hospital College of Nursing and Health Sciences, Cape Girardeau, MO 63701, USA.

出版信息

J Forensic Sci. 2008 Mar;53(2):369-76. doi: 10.1111/j.1556-4029.2007.00649.x. Epub 2008 Feb 19.

Abstract

To determine if changes in fingerprint infrared spectra linear with age can be found, partial least squares (PLS1) regression of 155 fingerprint infrared spectra against the person's age was constructed. The regression produced a linear model of age as a function of spectrum with a root mean square error of calibration of less than 4 years, showing an inflection at about 25 years of age. The spectral ranges emphasized by the regression do not correspond to the highest concentration constituents of the fingerprints. Separate linear regression models for old and young people can be constructed with even more statistical rigor. The success of the regression demonstrates that a combination of constituents can be found that changes linearly with age, with a significant shift around puberty.

摘要

为了确定是否能找到与年龄呈线性变化的指纹红外光谱变化,构建了155个指纹红外光谱与个人年龄的偏最小二乘法(PLS1)回归模型。该回归得出了一个年龄作为光谱函数的线性模型,校准均方根误差小于4岁,显示在大约25岁时出现拐点。回归所强调的光谱范围与指纹中浓度最高的成分并不对应。可以用更高的统计严谨性构建针对老年人和年轻人的单独线性回归模型。回归的成功表明,可以找到一组随年龄呈线性变化的成分组合,在青春期左右有显著变化。

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