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Towards Localized Fine-Grained Control for Facial Expression Generation

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FineFace

Towards Localized Fine-Grained Control for Facial Expression Generation

Teaser figure

Environment setup

Running inference

What are Action Units (AUs)?

  • Action Units are movements of facial muscles that are identified and used to break down facial expressions, like raising inner eyebrows (AU1).
  • By mixing different AUs, it is possible to create complex facial expressions, with each AU adding its own unique intensity.
  • See below for a quick overview.

Action Units

For a more comprehensive understanding, see GIFs and images of each AU from https://melindaozel.com/facs-cheat-sheet/.

Citation

@varanka{varanka2024fineface,
      title={Towards Localized Fine-Grained Control for Facial Expression Generation}, 
      author={Tuomas Varanka and Huai-Qian Khor and Yante Li and Mengting Wei and Hanwei Kung and Nicu Sebe and Guoying Zhao},
      year={2024},
      eprint={2407.20175},
      archivePrefix={arXiv},
      primaryClass={cs.CV},
      url={https://arxiv.org/abs/2407.20175}, 
}

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