应用指纹脊密度识别北埃及人口的年龄和性别

S. Alsaeed, Rabab Eltokhy, Heba Aboubakr
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引用次数: 0

摘要

背景:近年来,生物识别技术在人体身份识别方面受到了广泛关注。由于其绝对身份的独特特征和在犯罪现场的频繁出现,个人指纹被认为是最重要的身份识别工具之一。目前的工作旨在研究使用指纹脊密度进行年龄和性别鉴定的方法:对233名健康的埃及志愿者(130名男性和103名女性)进行指纹脊密度调查,年龄在4至86岁之间,并计算为25 mm 2区域的脊数。年龄鉴定采用线性回归,性别鉴定采用判别函数分析和Roc曲线。结果:指纹脊密度随年龄的增长而降低,我们可以得到8个新的方程来确定每个指纹密度的年龄。每个指纹密度都有10个新的确定性别的方程。此外,我们能够通过Roc曲线获得两个新的截断值用于性别识别。结论:采用线性回归分析、判别函数分析和Roc曲线分析等方法,可以根据指纹脊密度进行年龄和性别鉴别;因此,建议在法医实践中使用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
APPLICATION OF FINGERPRINT RIDGE DENSITY FOR AGE AND SEX IDENTIFICATION IN NORTH EGYPTIAN POPULATION
Background: Biometric technologies for human identification have recently gained much attention. Because of their unique features of absolute identity and their frequent presence at crime scenes, fingerprints of an individual are considered one of the most important identification tools. The current work aims to study the usage of fingerprint ridge density for age and sex identification Methods: Fingerprint ridge density was investigated in 233 healthy Egyptian volunteers (130 males and 103 females), aged between 4 and 86 years, and was calculated as the number of ridges in 25 mm 2 areas. Linear regression was applied for age identification and Discriminant function analysis and Roc curve were done for sex identification. Results: There is a decrease in ridge density with aging, and we were able to obtain eight novel equations to determine the age for each fingerprint density. Ten novel equations to determine sex were obtained for each fingerprint density. In addition, we were able to gain two novel cut-off values by the Roc curve for sex identification. Conclusion: Age and sex differentiation can be applicable based on fingerprint ridge density using linear regression analysis, discriminant function analysis, and Roc curve methods; hence it is recommended to be employed in forensic practice.
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