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Fingerprint Verification Based on Wavelet and Edge Detection

机译:基于小波和边缘检测的指纹验证

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Fingerprint verification has been researched for many years,but there are still a lot of problems that we have to further resolve,such as the recognition rate and speed. In this paper,we proposed a new fingerprint verification method with application of wavelet transform and prewitt operator. The method is image-based and solves the difficulties caused by the noise,and the transition of fingerprints in position,scale,angle and so on. Wavelet transform has a good noise resistance,and prewitt operator is invariant to translation,rotation and scale,the integration of them can greatly improve the performance of the verification. And the experiment results also show that the method is definitely effective and has a low computation complexity.
机译:指纹验证已被研究多年,但我们必须进一步解决,例如识别率和速度等问题。在本文中,我们提出了一种新的指纹验证方法,具有小波变换和ProWitt运算符的应用。该方法是基于图像的,解决了噪声引起的困难,以及指纹在位置,刻度,角度等的指纹的转换。小波变换具有良好的抗噪声,而PREWITT运算符不变于翻译,旋转和缩放,它们的集成可以大大提高验证的性能。实验结果还表明,该方法绝对有效并具有低计算复杂性。

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