Effective false positive reduction in multilevel face detection system using convolutional neural networks
Denis Timoshenko, Valery Grishkin, Evgeny Smirnov · 2014
In this paper, the robust method for reduction of ‘false positive’ inmultilevel face detection system is proposed. The method is based onconvolutional neural network and trained on results from cascades ofboosted classifiers. Moreover, we evaluate the effect of modernapproaches like Dropout and DropConnect on network learning.