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 set
dup1 set
Parameter adjusting time (s)
Testing time (s)
Best parameters
Parameter adjusting time (s)
Testing time (s)
Best parameters
k-NN
16.98
0.1512
12.37
0.15
SVM
99.12
1.23
(2−2, 2−10)
91.32
1.12
(2−2, 2−10)
ELM
16.38
0.06
15.28
0.032
FNN
2325.80
0.02
2313.62
0.02
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