Makeup-robust face verification

@article{Hu2013MakeuprobustFV,
  title={Makeup-robust face verification},
  author={Junlin Hu and Yongxin Ge and Jiwen Lu and Xin Feng},
  journal={2013 IEEE International Conference on Acoustics, Speech and Signal Processing},
  year={2013},
  pages={2342-2346}
}
We investigate in this paper the problem of face verification in the presence of face makeups. To our knowledge, this problem has less formally addressed in the literature. A key challenge is how to increase the measured similarity between face images of the same person without and with makeups. In this paper, we propose a novel approach for makeup-robust face verification, by measuring correlations between face images in a meta subspace. The meta subspace is learned using canonical correlation… CONTINUE READING