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Aiming at the realization of national feature extraction, an improved face recognition method is proposed in order to preserve some essential local features. Gabor featurebased on bi-directional two-dimensional principal component analysis ((2D)2PCA) is applied for face images. Firstly, Gabor features of different orientations and scales are extracted by the convolution of Gabor filter bank. Secondly,...
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