Face detection by aggregated Bayesian network classifiers

摘要

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.