Automatic Face Segmentation and Facial Landmark Detection in Range Images

@article{Segundo2010AutomaticFS,
  title={Automatic Face Segmentation and Facial Landmark Detection in Range Images},
  author={Mauricio Pamplona Segundo and Luciano Silva and Olga R. P. Bellon and Chau{\~a} C. Queirolo},
  journal={IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics)},
  year={2010},
  volume={40},
  pages={1319-1330}
}
We present a methodology for face segmentation and facial landmark detection in range images. Our goal was to develop an automatic process to be embedded in a face recognition system using only depth information as input. To this end, our segmentation approach combines edge detection, region clustering, and shape analysis to extract the face region, and our landmark detection approach combines surface curvature information and depth relief curves to find the nose and eye landmarks. The… CONTINUE READING
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