An Improved Multispectral Palmprint Recognition System Using Autoencoder with Regularized Extreme Learning Machine

Table 5

Comparison of average recognition rates for the proposed approach with the state-of-the-art approaches for different spectral bands: blue, green, red, and NIR according to experimental model III.

Method [Ref.]	Average Recognition Rate (%)
	Blue	Green	Red	NIR
MPELM [18]	98.58	99.05	99.45	99.21
ELM [18]	95.02	95.93	98.08	96.87
LPP + SMOSVM [18]	96.09	97.71	98.21	98.78
LPP + LSSVM [18]	95.75	97.45	97.96	98.22
Proposed Approach	100	99.97	99.99	99.93