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首页> 外文期刊>Egyptian Informatics Journal >Fast and accurate algorithm for core point detection in fingerprint images
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Fast and accurate algorithm for core point detection in fingerprint images

机译:快速准确的指纹图像核心点检测算法

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摘要

The core point is used to align between the fingerprints in the fingerprint authentication systems faster than the conventional techniques. To speed up the processing for the real time applications, it is more convenient to implement the image processing algorithms using embedded modules that can be used in the portable systems. To do this, the algorithm should be characterized by a simple design for easier and more feasible implementation on the embedded modules. The proposed work, in this paper, presents a mask that locates the core point simply from the ridge orientation map. The introduced algorithm detects the core point at the end of the discontinuous line appearing in the orientation map presented by a gray-scale. A property is presented and supported with a mathematical proof to verify that the singular regions are located at the end of this discontinuous line. The experimental results, on the public FVC2002 and FVC2004 databases, show that the proposed mask exhibits an average increase in the correct core point detection per fingerprint by 17.35%, with a reduction in the false detection by 51.23%, compared to a fast edge-map based method. Moreover, the execution time is reduced by an average factor of 1.8.
机译:与传统技术相比,该核心点用于在指纹认证系统中的指纹之间对齐。为了加快实时应用程序的处理速度,使用可在便携式系统中使用的嵌入式模块来实现图像处理算法更加方便。为此,该算法应以简单的设计为特征,以便在嵌入式模块上更轻松,更可行地实施。本文提出的工作提出了一种仅从山脊方向图上定位核心点的蒙版。引入的算法在灰度图所示的方向图中检测出现在不连续线末端的核心点。给出了一个属性并提供了数学证明,以验证奇异区域是否位于该不连续线的末端。在公开的FVC2002和FVC2004数据库上的实验结果表明,与快速边缘检测相比,所提出的掩模在每个指纹的正确核心点检测中平均显示出了17.35%的平均增加,在错误检测中的减少了51.23%。基于地图的方法。此外,执行时间平均缩短了1.8倍。

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