Pose Normalization for Local Appearance-Based Face Recognition

@inproceedings{Gao2009PoseNF,
  title={Pose Normalization for Local Appearance-Based Face Recognition},
  author={Hua Gao and Hazim Kemal Ekenel and Rainer Stiefelhagen},
  booktitle={ICB},
  year={2009}
}
We focused this work on handling variation in facial appearance caused by 3D head pose. A pose normalization approach based on fitting active appearance models (AAM) on a given face image was investigated. Profile faces with different rotation angles in depth were warped into shape-free frontal view faces. Face recognition experiments were carried out on the pose normalized facial images with a local appearancebased approach. The experimental results showed a significant improvement in accuracy… CONTINUE READING
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