Probabilistic Bayesian network classifier for face recognition in video sequences

@article{See2011ProbabilisticBN,
  title={Probabilistic Bayesian network classifier for face recognition in video sequences},
  author={John See},
  journal={2011 11th International Conference on Intelligent Systems Design and Applications},
  year={2011},
  pages={888-893}
}
The inherent properties of video sequences allow for representation of data in both spatial and temporal dimensions. Using conventional image-based methods for face recognition in video is often an ineffective approach as the essential spatio-temporal properties are not fully harnessed. This paper proposes a probabilistic Bayesian network classifier to accomplish effective recognition of faces in video sequences. In our model, we introduce a joint probability function that encodes the causal… CONTINUE READING
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