| 一种改进的基于Gabor滤波的指纹增强算法 |
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| 引用本文： | 蒙丽彬,赵进创,傅文利.一种改进的基于Gabor滤波的指纹增强算法[J].微计算机信息,2006,22(33):297-299. |
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| 作者姓名： | 蒙丽彬 赵进创 傅文利 |
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| 作者单位： | 530004,南宁市广西大学计算机与电子信息学院 |
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| 基金项目： | 广西自然科学基金;广西科技攻关项目 |
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| 摘 要： | 研究并实现了基于Gabor滤波器的指纹增强算法,对纹线方向提取算法进行了改进,获得了较准确的方向图。并改进了纹线频率的提取方法,有效地避免了Gabor滤波后在脊线中留下伪纹线和小孔的问题。同时也对滤波算法进行了优化,有效地减少了运算量。实验证明,该方法工作稳定,效果良好,鲁棒性强,对低质量图像具有显著的增强效果。
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| 关 键 词： | 指纹 Gabor滤波 指纹增强 纹线方向 纹线频率 |
| 文章编号： | 1008-0570(2006)11-3-0297-03 |
| 修稿时间： | 2006年4月28日 |
An Improved Fingerprint Enhancement Algorithm Based on Gabor Filter |
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| MENG LIBIN,ZHAO JINCHUANG,FU WENLI.An Improved Fingerprint Enhancement Algorithm Based on Gabor Filter[J].Control & Automation,2006,22(33):297-299. |
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| Authors: | MENG LIBIN ZHAO JINCHUANG FU WENLI |
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| Abstract: | A fingerprint enhancement algorithm based on Gabor filter and its application is developed in this paper, and a method forridge orientation acquirement is improved, and the orientation map is more accurate. A method for ridge frequency acquirement isimproved, and the false ridge lines and wounds after Gabor filter are avoided. And the enhancement algorithm is optimized. From theexperimental results, we prove that this algorithm is steady, effective and robust, and the algorithm has remarkable results for low-quality fingerprint. |
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| Keywords: | fingerprint Gabor filter fingerprint enhancement ridge orientation ridge frequency |
| 本文献已被 CNKI 万方数据 等数据库收录！ |
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