Synthesis of fingerprint images

J. Araque, Madelina Baena, Benjamin E. Chalela, David Navarro, Pedro R. Vizcaya
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引用次数: 31

Abstract

A method for synthesis of fingerprint images is presented. Global features are condensed in a linear model whose parameters are generated according to the statistical distribution of natural fingerprint patterns. When the major types of global patterns are considered independently, these parameters display a normal behavior. Local features are generated applying iteratively a finite state filter to an initial image. Results show that it is possible to control the location of the minutia in constant orientation regions and that variable orientation regions generate minutia on their own.
指纹图像的合成
提出了一种指纹图像的合成方法。将全局特征压缩到一个线性模型中,该模型的参数是根据自然指纹模式的统计分布生成的。当独立考虑全局模式的主要类型时,这些参数显示正常的行为。局部特征是对初始图像迭代地应用有限状态滤波器生成的。结果表明,该方法可以控制微信号在固定方向区域的位置,可变方向区域可以自行产生微信号。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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