Co-Occurrence of Local Binary Patterns Features for Frontal Face Detection in Surveillance Applications

@article{Louis2011CoOccurrenceOL,
  title={Co-Occurrence of Local Binary Patterns Features for Frontal Face Detection in Surveillance Applications},
  author={Wael Louis and Konstantinos N. Plataniotis},
  journal={EURASIP J. Image and Video Processing},
  year={2011},
  volume={2011}
}
Face detection in video sequence is becoming popular in surveillance applications. The tradeoff between obtaining discriminative features to achieve accurate detection versus computational overhead of extracting these features, which affects the classification speed, is a persistent problem. This paper proposes to use multiple instances of rotational Local Binary Patterns (LBP) of pixels as features instead of using the histogram bins of the LBP of pixels. The multiple features are selected… CONTINUE READING
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