Encoding Coefficient Similarity-Based Multifeature Sparse Representation for Finger Vein Recognition

Table 1

Performance comparison between SFSR and SMSR methods.

		HKPU-FV		SDU-FV
Method	Feature	Recognition (%)	EER (%)	Recognition (%)	EER (%)
SFSR	Grayvalue	91.67	2.24	72.38	7.72
	Gabor	91.88	3.11	60.06	18.99
	LBP	98.93	0.22	84.07	5.35
	HOG	98.82	0.63	77.94	8.68
Proposed SMSR	Grayvalue + Gabor	98.08	0.73	78.67	9.95
	Grayvalue + HOG	99.68	0.33	90.15	4.25
	Gabor + LBP	99.68	0.32	91.72	3.44
	Gabor + HOG	99.25	0.44	87.74	5.50
	LBP + HOG	99.79	0.11	91.82	3.41
	Grayvalue + LBP	99.89	0.12	93.87	2.61

Bold values represent the best results.