Novel Pattern-based Fingerprint Recognition Technique Using 2D Wavelet Decomposition

机译：基于二维小波分解的新型基于模式的指纹识别技术

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We introduce a supervised pattern-based fingerprint matching approach in this article. Our proposed approach applies a 2D Wavelet decomposition in the feature extraction stage. The fingerprint feature vectors resulted from our block-based featuring process are then classified using a training set. Next, an automatic threshold-based fingerprint verification procedure is then successfully applied on the identified digital fingerprints.

机译：在本文中，我们介绍了一种基于模式的监督指纹匹配方法。我们提出的方法在特征提取阶段应用了二维小波分解。然后，使用训练集对由基于块的特征处理得出的指纹特征向量进行分类。接下来，基于阈值的自动指纹验证过程随后成功地应用于已识别的数字指纹。

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来源
《Mathematical methods for information science and economics》|2012年|145-149|共5页
会议地点 Montreux(CH)
作者
TUDOR BARBU;
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作者单位

Institute of Computer Science of the Romanian Academy T. Codrescu, 2, cod 700481, Iasi ROMANIA;

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会议组织
原文格式 PDF
正文语种 eng
中图分类
关键词
Biometric authentication; pattern-based fingerprint recognition; 2D Discrete Wavelet Transform; Wavelet decomposition; feature vector; supervised classification; automatic fingerprint verification;

机译：生物特征认证；基于模式的指纹识别二维离散小波变换小波分解；特征向量监督分类；自动指纹验证;

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4. Novel Pattern-based Fingerprint Recognition Technique Using 2D Wavelet Decomposition [C] . TUDOR BARBU WSEAS International Conference on Applied Mathematics . 2013

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7. A Novel Hybrid Method for Face Recognition Based on 2d Wavelet and Singular Value Decomposition [O] . Vahid Haji Hashemi 2015

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机译：用旋转和小波技术分解二维信号的数值方法

Novel Pattern-based Fingerprint Recognition Technique Using 2D Wavelet Decomposition

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