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We propose an improved 2DLPP method on Gabor features (I2DLPPG) for palmprint recognition in this paper. 2DPCA is first utilized for dimensionality reduction of Gabor feature space maintaining most prominent 2D information. Thus similarity matrix corresponding to elements is easily constructed and the followed 2DLPP can be implemented directly in the reduced feature space. The proposed method preserving...
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