Face detection by aggregated Bayesian network- classifiers
Thang V. Pham, Marcel Worring, Arnold W. M. Smeulders · UvA-DARE (University of Amsterdam) · 2001
A face detection system is presented. A new classification method using forest-structured Bayesian networks is used. The method is used in an aggregated classifier to discriminate face from non-face patterns. The process of generating non-face patterns is integrated with the construction of the aggregated classifier. The face detection system performs well in comparison with other well-known methods.