Age-invariant face verification based on Local Classifier Ensemble

@article{Mao2012AgeinvariantFV,
  title={Age-invariant face verification based on Local Classifier Ensemble},
  author={Xiao-Jiao Mao and Yu-Bin Yang and Ning Li and Yao Zhang},
  journal={Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012)},
  year={2012},
  pages={2408-2411}
}
Human faces undergo considerable amount of variations across ages. This paper proposes an age-invariant face verification method by using a Local Classifier Ensemble Model (LCEM). First, reference points are located based on an extended Active Shape Model and faces are aligned afterwards. Second, a face is grouped into several non-overlapping patches and each group is further divided into several overlapping sub-patches. Local classifiers are then trained for each sub-patch and integrated to… CONTINUE READING

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