Face Detection by Aggregated Bayesian Networks T. V. Pham, M. Worring, A. W. M. Smeulders In Pattern Recognition Letters 2002. [bibtex] [pdf] [url]

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.

@Article{PhamPRL2002,
  author       = "Pham, T. V. and Worring, M. and Smeulders, A. W. M.",
  title        = "Face Detection by Aggregated Bayesian Networks",
  journal      = "Pattern Recognition Letters",
  number       = "4",
  volume       = "23",
  pages        = "451--461",
  year         = "2002",
  url          = "https://ivi.fnwi.uva.nl/isis/publications/2002/PhamPRL2002",
  pdf          = "https://ivi.fnwi.uva.nl/isis/publications/2002/PhamPRL2002/PhamPRL2002.pdf",
  has_image    = 1
}