Color Face Recognition Based on Steerable Pyramid Transform and Extreme Learning Machines
Table 5
Performance comparison in the color component images of LCSPT-ELM face recognition algorithm: the color FERET database.
fb set
dup1 set
HS
0
HS
0
91.19
93.15
91.68
89.72
91.68
73.35
71.88
74.82
72.37
73.35
91.19
91.68
94.13
92.66
93.64
78.25
72.37
77.27
69.43
73.84
92.66
92.66
94.13
93.64
95.11
70.90
71.39
71.39
68.45
74.82
91.70
92.66
95.64
91.19
93.64
72.86
70.90
84.39
75.39
74.82
94.62
92.17
94.62
95.11
94.62
69.92
64.03
73.35
61.09
73.84
93.64
93.15
93.15
89.72
92.66
75.80
75.31
79.72
67.47
77.27
90.70
95.60
95.11
94.13
96.09
70.41
69.43
70.90
72.86
77.27
92.66
91.19
91.68
87.27
93.15
69.43
62.56
69.92
55.70
65.50
87.76
92.66
92.17
90.21
91.68
69.43
73.84
74.82
71.88
74.82
89.72
92.66
94.62
91.19
94.13
71.39
72.37
76.29
74.82
76.78
92.66
93.64
95.64
93.15
94.62
76.29
77.76
80.21
72.37
82.17
73.05
74.03
76.98
75.50
76.98
49.82
53.25
56.19
52.76
55.21
92.17
92.17
93.64
91.68
93.64
73.35
71.88
70.90
70.41
73.35
93.64
91.68
90.21
90.70
93.64
74.82
69.43
76.78
63.05
76.78
94.62
91.68
93.15
93.15
93.15
66.49
65.50
71.88
66.49
72.86
93.15
92.66
93.64
91.19
94.13
70.41
69.43
74.33
66.49
71.88
91.70
92.66
94.13
92.17
93.15
68.94
69.92
70.41
68.94
75.31
91.68
93.15
93.64
91.19
92.17
73.84
70.90
69.92
69.43
74.82
91.68
89.23
89.23
89.72
91.19
71.39
65.01
70.41
60.60
69.92
92.17
91.68
94.62
92.17
95.11
69.92
68.45
73.35
68.45
83.29
90.21
93.64
95.64
91.19
92.66
69.43
72.37
76.78
75.37
76.78
88.74
92.66
94.13
90.21
93.15
66.00
67.47
73.84
69.92
73.84
92.66
92.17
92.66
90.70
94.13
74.82
72.86
76.78
65.50
77.27
96.58
95.11
94.13
94.13
93.64
72.85
74.33
75.80
71.88
77.76
Bold values specify the color components and their subbands with high correctness.
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