指纹参考点和方向检测

S. Mohammadi, A. Farajzadeh
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引用次数: 2

摘要

在本文中,我们提出了一种新的方法来检测唯一参考点和计算唯一参考方向的指纹在极坐标下的特征提取。找到指纹的方向场后,对结果进行曲率测量。利用这些信息,就有可能确定奇异点的确切位置。最后根据这些信息得到参考点和参考方向。该方法精度高,性能好,同时能承受输入指纹的位移和旋转。这可以应用于所有类别的指纹,特别是有问题的拱形类指纹。
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Reference Point and Orientation Detection of Fingerprints
In this paper we suggest a novel approach for detection of a unique reference point and computation of a unique reference orientation of fingerprints for feature extraction in polar coordinates. After finding orientation field of the fingerprint the curvature measurement is done on the result. By using this information it is possible to determine the exact location of the singular points. Based on this information finally the reference point and reference orientation will be obtained. The proposed method is of high accuracy and performance and at the meantime tolerates displacement and rotation of the input fingerprint. This can be applied to all classes of fingerprints especially to problematic arch class ones.
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