DisCO: Portrait Distortion Correction with Perspective-Aware 3D GANs

Project | arXiv paper

This repository enables manipulating the camera-to-face distance and focal length of portraits

Zhixiang Wang^1,2, Yu-Lun Liu³, Jia-Bin Huang⁴, Shin'ichi Satoh^2,1, Sizhuo Ma⁵,
Guru Krishnan⁵, Jian Wang⁵

¹University of Tokyo  ²NII  ³NYCU  ⁴University of Maryland, College Park  ⁵Snap Inc.

Update

• 2023.01.03: Repo is released.
• 2023.01.03: Paper is accepted to IJCV.

TODO

• Code release (end of August)
• Killer video release (end of September)
• Hugging Face demo release (end of September)

Citation

If you find our work useful, please kindly cite as:

@article{wang2024disco,
      title={DisCO: Portrait Distortion Correction with Perspective-Aware 3D GANs},
      author={Wang, Zhixiang and Liu, Yu-Lun and Huang, Jia-Bin and Satoh, Shin'ichi and Ma, Sizhuo and Krishnan, Guru and Wang, Jian},
      journal={International Journal of Computer Vision},
      year={2024}
    }