Gender recognition from frontal facial images within project FP7-ICT-247525-HUMAVIPS

SVM Adaboost in action on LBP labels

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Overview

Results

Parameters of experiment
imSize [h x w]80 x 64
winSize [h x w]60 x 40
nPyramids4
window positioncentered
CAdaboost nIterationValidation error
0.000001138.91
0.000010138.65
0.000100111.58
0.00100018.92
0.01000018.89
0.000001238.91
0.000010238.65
0.000100211.58
0.00100028.92
0.01000028.89
0.000001338.91
0.000010338.65
0.000100311.58
0.00100038.92
0.01000038.89
0.000001538.91
0.000010538.65
0.000100511.58
0.00100058.92
0.01000058.89
0.0000011038.91
0.0000101038.65
0.0001001011.58
0.001000108.92
0.010000108.89
0.0000012038.91
0.0000102038.65
0.0001002011.58
0.001000208.92
0.010000208.89
0.0000014038.91
0.0000104038.65
0.0001004011.58
0.001000408.92
0.010000408.89
0.0000018038.91
0.0000108038.65
0.0001008011.58
0.001000808.92
0.010000808.89
0.00000110038.91
0.00001010038.65
0.00010010011.58
0.0010001008.92
0.0100001008.89
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