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指纹图象特征提取的新方法 被引量:4

A New Method of Fingerprint Feature Extraction
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摘要 指纹特征的提取在指纹自动识别系统中是一个必不可少的重要环节。指纹特征通常包括指纹奇异点和细节特征点。文章在给出了一种计算指纹方向图的新方法基础上提出了奇异点的提取新方法。实验表明该方法能够准确地提取出指纹的奇异点,并具有较强的抗干扰性。针对指纹图象质量较差时,存在大量的伪细节特征点,文章提出了一种新的细节特征点验证的方法,获得了良好实验结果。 : The extraction of fingerprint features is an necessary important step in automatic fingerprint recognition system.The fingerprint features usually include singular points and minutiae.A new method to detect singular points is presented in this article based on an new approach to obtain fingerprint orientation image.The experiment result shows that this new method can correctly extract fingerprint singular points,obtaining relative strong anti-interference ability.For the case of relative poor quality of fingerprint image,in which there are many false minutiae,a new method to verify the minutiae is presented with relative good experiment results in this article,
出处 《计算机工程与应用》 CSCD 北大核心 2001年第16期26-29,共4页 Computer Engineering and Applications
基金 广东省自然科学基金项目(编号:963037)
关键词 指纹图象 特征提取 特征匹配 方向图 图象处理 指纹识别 : Fingerprint image,Feature extraction,Feature matching,Orientation image
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共引文献16

同被引文献15

  • 1李吉桂,桑梓勤,李冠英.计算机指纹自动识别技术的现状[J].华南师范大学学报(自然科学版),1994,26(3):1-5. 被引量:4
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  • 8Peter Komarinski.Automated Fingerprint Identification System[]..2005
  • 9韩伟红,黄子中,王志英.指纹自动识别系统中的预处理技术[J].计算机研究与发展,1997,34(12):913-920. 被引量:46
  • 10陆颖,宋建中.模式识别理论在指纹自动识别中的应用[J].光学精密工程,1998,6(1):31-35. 被引量:10

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