| 基于提升整数小波变换的虹膜识别 |
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| 引用本文： | 吴会军,周治平,孙子文. 基于提升整数小波变换的虹膜识别[J]. 计算机工程与应用, 2010, 46(16): 207-209. DOI: 10.3778/j.issn.1002-8331.2010.16.060 |
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| 作者姓名： | 吴会军 周治平 孙子文 |
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| 作者单位： | 江南大学 通信与控制工程学院，江苏 无锡 214122 |
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| 摘 要： | 提出了一种基于小波提升方案的虹膜识别算法。与传统基于卷积的小波变换方法相比，该方法在特征提取上计算简单，运算速度快，而且实现的是从整数到整数的变换，更有利于虹膜信息的量化。先对虹膜图像进行提升整数小波变换，然后对子图进行量化编码得到特征，采用屏蔽了噪声位的汉明距来进行模式识别。实验结果表明，基于提升整数小波变换的虹膜识别方法在识别率和等错率方面都能达到好的识别效果，在特征提取速度上也得到了较大提升，更能满足实时性的要求。
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| 关 键 词： | 虹膜识别 小波变换 提升整数小波 |
| 收稿时间： | 2008-11-21 |
| 修稿时间： | 2009-2-9 |
Iris recognition algorithm based on lifting integer wavelet transform |
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| WU Hui-jun,ZHOU Zhi-ping,SUN Zi-wen. Iris recognition algorithm based on lifting integer wavelet transform[J]. Computer Engineering and Applications, 2010, 46(16): 207-209. DOI: 10.3778/j.issn.1002-8331.2010.16.060 |
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| Authors: | WU Hui-jun ZHOU Zhi-ping SUN Zi-wen |
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| Affiliation: | School of Communication and Control Engineering，Jiangnan University，Wuxi，Jiangsu 214122，China |
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| Abstract: | An iris recognition algorithm based on lifting integer wavelet is presented.Compared with the traditional wavelet transform which is based on convolution,the operation speed is improved and the transform from integer to integer can be realized,which is beneficial to quantify the iris information.The lifting integer wavelet transform is used to decompose the iris image and the features are extracted after the sub-image coefficients were quantified and encoded.The Hamming distance which shields noise is employed to carry on iris recognition.The experiment results show that the algorithm based on integer wavelet transform is superior on recognition rate and equal error rate,especially on the feature extraction speed. |
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| Keywords: | iris recognition wavelet transform lifting integer wavelet |
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