Head Pose Estimation in Face Recognition Across Pose Scenarios

@inproceedings{Sarfraz2008HeadPE,
  title={Head Pose Estimation in Face Recognition Across Pose Scenarios},
  author={M. Saquib Sarfraz and Olaf Hellwich},
  booktitle={VISAPP},
  year={2008}
}
We present a robust front-end pose classification/estimation procedure to be used in face recognition scenarios. A novel discriminative feature description that encodes underlying shape well and is insensitive to illumination and other common variations in facial appearance, such as skin colour etc., is proposed. Using such features we generate a pose similarity feature space (PSFS) that turns the multi-class problem into two-class by using inter-pose and intra-pose similarities. A new… CONTINUE READING

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