Personal Authentication Using Multifeatures Multispectral Palm Print Traits

Table 9

Comparison of multispectral palm print approaches.

Methodology	Classification	Pegs	Size	EER
Gabor features; hand vein; Kumar and Prathyusha [22]	Euclidean distance	No [CASIA]	106	2.740
Multispectral; dorsal vein image; Wang et al. [15]	Support vector machine	Yes [Poly U]	250	0.012
Gabor features; palm print; Zhang et al. [18]	Ant colony optimiation	No [CASIA]	100	3.120
LBP; palm vein; Kang and Wu [25]	Histogram matching	No [CASIA]	100	0.267
Root sift features; palm vein; Kang et al. [26]	LBP based mismatching removal	No [CASIA]	105	0.996
Log gabor; palm vein; Raghavendra and Busch [27]	Spare representation	No [CASIA]	105	8.40
Gabor feature; palm vein; Kisku et al. [24]	Support vector machine	No [CASIA]	100	3.125
Proposed; (KPCA + MFRT)	LMKNCN	No [CASIA]	200	0.230
Proposed; (KPCA + MFRT)	LMKNCN	Yes [Poly U]	200	0.006