A PyTorch implementation of SGGAN proposed in Segmentation guided image-to-image translation with adversarial networks (FG 2019) (arXiv preprint version).
by Songyao Jiang, Zhiqiang Tao and Yun Fu
- Processed segmentations for CelebA dataset is released.
- Our journal extention of this work has been published in TIP: Geometrically Editable Face Image Translation With Adversarial Networksl
Preprocessed segmentation data for CelebA can be downloaded via Google Drive
If you find this repo useful in your research, please cite the following paper:
@inproceedings{jiang2019segmentation,
title={Segmentation guided image-to-image translation with adversarial networks},
author={Jiang, Songyao and Tao, Zhiqiang and Fu, Yun},
booktitle={2019 14th IEEE International Conference on Automatic Face \& Gesture Recognition (FG 2019)},
pages={1--7},
year={2019},
organization={IEEE}
}
@article{jiang2021geometrically,
title={Geometrically Editable Face Image Translation With Adversarial Networks},
author={Jiang, Songyao and Tao, Zhiqiang and Fu, Yun},
journal={IEEE Transactions on Image Processing},
volume={30},
pages={2771--2783},
year={2021},
publisher={IEEE}
}
This project is released under the MIT License.