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What does it look like, compared to the alternatives?

Even without optical-flow or other temporal components, our method can tackle complex scenes with motion that destabilizes the state-of-the-art.


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Our method can be applied not only to real videos, but also to animated media!

Our method extends beyond human faces; We demonstrate editing a video of a dog (Using an AFHQ-based generator).

Additional Examples

Editing a video with camera movement

We are able to use our method to perform non constant edits to videos

BibTeX

If you find our work useful, please cite our paper:

@misc{tzaban2022stitch,
      title={Stitch it in Time: GAN-Based Facial Editing of Real Videos},
      author={Rotem Tzaban and Ron Mokady and Rinon Gal and Amit H. Bermano and Daniel Cohen-Or},
      year={2022},
      eprint={2201.08361},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}