2D Pairwise FLD: A robust methodology for face recognition

D. S. Guru, Tadmeri Narayan Vikram · 2007

In this paper a two dimensional pairwise Fisher's linear discriminant (FLD), 2DPairwise FED is proposed which is employed for face representation and recognition. The proposed methodology is robust as it is based on Pairwise-FLD which is theoretically more efficient than conventional FLD. In addition to this the proposed methodology has a higher recognition rate when benchmarked with contemporary models like 2D-PCA, Alt. 2D-PCA, 2D-LDA, Alt. 2D-FLD, 2D2-FLD and 2D-PCA during experimentation.

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