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Ear recognition based on wavelet transform and orthogonal centroids algorithm
基于小波变换和正交质心算法的人耳识别研究*

Keywords: ear recognition,wavelet transform,Haar wavelet,orthogonal centroids algorithm
人耳识别
,小波变换,Haar小波,正交质心算法

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Abstract:

This paper proposed a quick new vectors construction method for ear retrieval based on wavelet transform and orthogonal centroids algorithm. It also compared the new method to the famous PCA-LDA method. The experimental results on USTB-79 ear database show that the proposed method can get approximately equal retrieval accuracy to PCA-LDA method, but it performs much better in speed than the latter.

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