Cross-Modal Facial Attribute Recognition with Geometric Features

@article{Bradley2017CrossModalFA,
  title={Cross-Modal Facial Attribute Recognition with Geometric Features},
  author={Chloe Bradley and Terrance E. Boult and Jonathan Ventura},
  journal={2017 12th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2017)},
  year={2017},
  pages={891-896}
}
We propose a purely geometric approach to facial attribute recognition which has better cross-modal performance than a state-of-the-art appearance-based method. While labeled color imagery is plentiful for facial attribute learning, labeled imagery in other modalities such as infrared is comparatively rare. Because face appearance is significantly altered in infrared imagery, standard attribute recognition methods trained on color imagery may not transfer well. To address this problem, we… CONTINUE READING

From This Paper

Figures, tables, and topics from this paper.

Explore Further: Topics Discussed in This Paper

References

Publications referenced by this paper.
Showing 1-10 of 25 references

Morency . OpenFace : An open source facial behavior analysis toolkit

  • P. Robinson T. Baltrusaitis, P. L.
  • IEEE Winter Conference on Applications of…
  • 2016