基于频率和纹理分析的指纹和年龄生物特征融合性别分类

Gornale S.S, R. Kruthi
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引用次数: 7

摘要

指纹性别分类是法医人类学研究的重要步骤之一。这种法医人类学是用来识别罪犯的性别,以尽量减少嫌疑人的搜索名单。很少有研究者利用指纹进行性别分类,并取得了有竞争力的成果。在这项工作中,我们试图融合指纹和年龄生物识别技术进行性别分类。采集的真实指纹分别来自15-20岁和2060岁的农村和城市人群。实验观察到,利用软生物特征信息可以显著提高生物识别系统的识别性能。结果表明,该方法的总体性能令人满意,具有较强的竞争力。
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Fusion of Fingerprint and Age Biometric for Gender Classification Using Frequency and Texture Analysis
Classification of gender from fingerprints is one of the important steps in forensic anthropology. This forensic anthropology is used to identify the gender of a criminal in order to minimize the suspects list of search. A very few researcher have worked on gender classification using fingerprints and have gain the competitive results. In this work we are trying to fuse the fingerprint and age biometrics for gender classification. The real fingerprints were collected from different age groups such as 15-20 years and 2060 years of the rural and urban people. According to this experimental observation soft biometric information can be used significantly to improve the recognition performance of biometric system. The overall performance of the proposed method is found to be satisfactory and more competitive.
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