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一种基于二元树复小波变换的特征提取 被引量:3

A Feature Extraction Based on Dual-tree Complex Wavelet
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摘要 利用二元树复小波变换(DT CWT)良好的方向选择性和矩阵奇异值分解(SVD)的稳定性,作者提出了一种新的特征提取方法并用于车牌汉字识别.实验证明该方法比二维实小波变换具有更好的识别效果. A new feature extraction method is proposed based on the good directional selectivity of dual-tree complex wavelets and the stabilization of singular value of matrix and applied to car plate Chinese recognition. The experimental results demonstrate this method is more efficient in recognition than real wavelets.
出处 《四川大学学报(自然科学版)》 CAS CSCD 北大核心 2006年第6期1183-1186,共4页 Journal of Sichuan University(Natural Science Edition)
关键词 二元树复小波 矩阵奇异值分解 方向选择性 模式特征提取 feature extraction dual-tree complex wavelet singular value decomposition directional selectivity
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参考文献5

  • 1潘翔,叶修梓,张三元.基于小波的车牌汉字特征提取[J].中国图象图形学报(A辑),2003,8(10):1218-1222. 被引量:19
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二级参考文献5

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