| 基于Haar小波变换和分块DCT的人耳识别 |
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| 引用本文： | 赵海龙,穆志纯,丁文魁,张霞.基于Haar小波变换和分块DCT的人耳识别[J].北京大学学报(自然科学版),2009,45(2):243-247. |
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| 作者姓名： | 赵海龙 穆志纯 丁文魁 张霞 |
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| 作者单位： | 1.北京科技大学信息工程学院，北京100083;2.北京大学计算机科学技术系，北京100871;?，E-mail:mu@ies.ustb.edu.cn |
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| 基金项目： | 国家自然科学基金，北京市教委重点学科共建项目 |
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| 摘 要： | 提出一种新的对人耳图像进行降维的方法。先对人耳图像进行二维的离散小波分解，然后再对小波分解后得到的低频信息施行分块离散余弦变换，进而获得图像的特征向量。实验证明，该方法与模式识别领域中广泛应用的PCA-LDA方法相比，在识别率大体相当的前提下，具有计算量小、降维速度快的优点，是对人耳图像进行特征提取的一种有效的手段。
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| 关 键 词： | 人耳识别 小波变换 Haar小波 离散余弦变换 分块DCT |
| 收稿时间： | 2008-04-03 |
Ear Recognition Based on Wavelet Transform and Block DCT |
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| ZHAO Hailong,MU Zhichun,DING Wenkui,ZHANG Xia.Ear Recognition Based on Wavelet Transform and Block DCT[J].Acta Scientiarum Naturalium Universitatis Pekinensis,2009,45(2):243-247. |
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| Authors: | ZHAO Hailong MU Zhichun DING Wenkui ZHANG Xia |
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| Institution: | 1. School of Information Engineering, University of Science and Technology Beijing, Beijing 100083;2. School of Electronics Engineering and Computer Science, Peking University, Beijing 100871; , E-mail: mu@ies.ustb.edu.cn |
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| Abstract: | A new dimension reduction method was proposed based on two-dimension discrete wavelet decomposition and block discrete cosine transform. The new method was compared with the famous PCA-LDA method which was widely used for feature extraction and dimension reduction in pattern recognition. The experimental results show that the new method could get approximately equal retrieval accuracy to PCA-LDA method,but it performed better in calculation complexity and speed than the latter. So the proposed method is an ... |
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| Keywords: | ear recognition wavelet transform Haar wavelet discrete cosine transform block DCT |
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