Rapid Synthesis of Massive Face Sets for Improved Face Recognition

@article{Masi2017RapidSO,
  title={Rapid Synthesis of Massive Face Sets for Improved Face Recognition},
  author={Iacopo Masi and Tal Hassner and Anh Tuan Tran and G{\'e}rard G. Medioni},
  journal={2017 12th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2017)},
  year={2017},
  pages={604-611}
}
Recent work demonstrated that computer graphics techniques can be used to improve face recognition performances by synthesizing multiple new views of faces available in existing face collections. By so doing, more images and more appearance variations are available for training, thereby improving the deep models trained on these images. Similar rendering techniques were also applied at test time to align faces in 3D and reduce appearance variations when comparing faces. These previous results… CONTINUE READING
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Face recognition using deep multi-pose representations

  • W. AbdAlmageed, Y. Wu, +9 authors G. Medioni
  • Winter Conf. on App. of Comput. Vision, 2016.
  • 2016
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