Corpus ID: 204509532

Facial Expression Recognition Using Human to Animated-Character Expression Translation

@article{Ali2019FacialER,
  title={Facial Expression Recognition Using Human to Animated-Character Expression Translation},
  author={K. Ali and Ilkin Isler and C. Hughes},
  journal={ArXiv},
  year={2019},
  volume={abs/1910.05595}
}
  • K. Ali, Ilkin Isler, C. Hughes
  • Published 2019
  • Computer Science
  • ArXiv
  • Facial expression recognition is a challenging task due to two major problems: the presence of inter-subject variations in facial expression recognition dataset and impure expressions posed by human subjects. In this paper we present a novel Human-to-Animation conditional Generative Adversarial Network (HA-GAN) to overcome these two problems by using many (human faces) to one (animated face) mapping. Specifically, for any given input human expression image, our HA-GAN transfers the expression… CONTINUE READING
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