Ensemble and Modular Approaches for Face Detection: A Comparison

To extend the detection abilityin orientation and to decrease the number of false alarms, different combinations of networks are tested: ensemble, conditional ensemble and conditional mixture of networks. The use of a conditional mixture of networks allows to obtain state of the art results on different benchmark face databases.