一种提取指纹模式区几何框架的新算法
An Effective Algorithm for Extraction of Fingerprint Geometric Framework
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摘要: 提出了一种稳健的提取指纹模式区总体几何形状的有效算法.算法中采用了指纹方向场估计的巧妙处理方法,即使在局部纹线方向发生较大变化的情况下,这种方法也能使跟踪提取的总体几何框架保持基本稳定.在跟踪处理过程中,采用了一种自适应跟踪方法,而且只在被跟踪点处估计纹线的点方向,因而算法的操作时间相对较少.该算法在NJU指纹数据库中的500枚指纹上进行了验证,实验结果表明算法是有效的.Abstract: In this paper,a robust pseudoridges extraction algorithm for fingerprints is presented to gain the global geometric shape of fingerprint ridges of pattern area.The algorithm adopts the skillful processing method for orientation field estimates,so that the pseudoridge traced remains constant under large variations of local ridge orientation.Hence it is more robust than the feature of the specific ridges.In the tracing process,a method with adaptive tracing and estimating the orientation only on the traced point is presented to reduce the operation time.The algorithm for pseudoridges extraction has been tested on the 500 fingerprints of NJU fingerprint database,and gets the good performance according to the experimental results.
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