Table 4:
Performance of detection on MIT + CMU test set of ABANN detector.
Name
AdaBoost structure
Number of strong classifiers
Number of Haar-like features
ANN structure
Face detected
Missed faces (false rejection)
False detections
Detection rate
Average time to process an image (second)
AB-ANN
20
1925
Rowley’s model
466
41
13
91.91%
0.174
AB-ANN
25
2913
450
57
3
88.76%
0.195