Face frontalization for Alignment and Recognition

@article{Sagonas2015FaceFF,
  title={Face frontalization for Alignment and Recognition},
  author={Christos Sagonas and Yannis Panagakis and Stefanos P. Zafeiriou and Maja Pantic},
  journal={CoRR},
  year={2015},
  volume={abs/1502.00852}
}
Recently, it was shown that excellent results can be achieved in both face landmark localization and pose-invariant face recognition. These breakthroughs are attributed to the efforts of the community to manually annotate facial images in many different poses and to collect 3D faces data. In this paper, we propose a novel method for joint face landmark localization and frontal face reconstruction (pose correction) using a small set of frontal images only. By observing that the frontal facial… CONTINUE READING
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