The Scientific World Journal / 2014 / Article / Tab 8

Research Article

Color Face Recognition Based on Steerable Pyramid Transform and Extreme Learning Machines

Table 8

Comparison of parameter adjusting time and testing time of k-NN, FNN, SVM, and ELM: the color FERET database.

fb setdup1 set
Parameter adjusting time (s)Testing time (s)Best parametersParameter adjusting time (s)Testing time (s)Best parameters

k-NN16.980.1512 12.370.15
SVM99.121.23(2−2, 2−10)91.321.12(2−2, 2−10)
ELM16.380.06 15.280.032
FNN2325.800.02 2313.620.02

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