| 一种基于神经网络匹配的指纹识别算法 |
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| 引用本文： | 罗菁,修春波.一种基于神经网络匹配的指纹识别算法[J].微计算机信息,2005(25). |
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| 作者姓名： | 罗菁 修春波 |
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| 作者单位： | 天津工业大学计算机技术与自动化学院，天津工业大学计算机技术与自动化学院 |
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| 基金项目： | 国家自然科学基金10402003 |
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| 摘 要： | 指纹特征的提取是自动指纹识别的关键技术之一。针对现存的许多指纹特征提取算法中的旋转和平移等问题,本文提出了一种基于神经网络匹配的脊线分叉点提取算法。该算法通过一个多输入、单输出三层前向神经网络提取脊线的分叉点。并且在FVC2000(国际指纹竞赛数据库)上作了测试。实验结果表明,本文提出的算法对指纹的平移和旋转都具有良好的不变性。
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| 关 键 词： | 指纹识别 神经网络 模板匹配 |
A novel fingerprint recognition algorithm based on neural network-matching |
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| Luo,jing Xiu,Chunbo.A novel fingerprint recognition algorithm based on neural network-matching[J].Control & Automation,2005(25). |
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| Authors: | Luo jing Xiu Chunbo |
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| Affiliation: | (College of Computer Technology and Automation,Tianjin Polytechnic University,Tianjin 300160,chi- na)Luo,jing Xiu,Chunbo |
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| Abstract: | Fingerprint feature detection is one of the key tech- niques of automatic fingerprint identification. There are some problems of rotation and shift in the present fingerprint feature detection. This paper has given an algorithm of bifurcation de- tection based on neural network matching. In our algorithm, bi- furcation can be extracted by multi - input and single - output there- layer feedforward neural network. The experimental results based on FVC2000 have shown that the algorithm has rotation and shift invariant. |
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| Keywords: | fingerprint recognition neural network template- matching |
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