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Face recognition from single sample per class based on Gabor filtering
基于Gabor变换的每类单个训练样本人脸识别研究*

Keywords: Gabor wavelet,Gabor filtering,decision fusion,high dimensional biomimetic information theory,illumination,minimum spanning trees
Gabor小波
,Gabor滤波,决策融合,高维仿生信息学,光照,最小生成树

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Abstract:

Based on high dimensional biomimetic information theory,this paper proposed a novel training samples covering algorithms using minimum spanning trees.By Gabor filtering,gained 40 Gabor sub-images,and then recognized these sub-images by HSN model.Made decision fusion by voting strategy for these 40 sub-images recognition result.Experiments performed on the YaleB_Extend and AR databases show the provided method can achieve a better performance than the PCA_NN when only using a single sample per class training...

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