Drag Image Editing

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  • DragGAN [1]: motion supervision and point tracking
  • DragDiffusion [2]: motion supervision and point tracking, similar to [1]
  • DragonDiffusion [3]: no point tracking, two parallel feature branches
  • FreeDrag [4]: no point tracking, adaptive template features, line search, fuzzy localization

References

[1] Pan, Xingang, et al. “Drag Your GAN: Interactive Point-based Manipulation on the Generative Image Manifold.” SIGGRAPH (2023).

[2] Shi, Yujun, et al. “DragDiffusion: Harnessing Diffusion Models for Interactive Point-based Image Editing.” arXiv preprint arXiv:2306.14435 (2023).

[3] Mou, Chong, et al. “DragonDiffusion: Enabling Drag-style Manipulation on Diffusion Models.” arXiv preprint arXiv:2307.02421 (2023).

[4] Ling, Pengyang, et al. “FreeDrag: Point Tracking is Not You Need for Interactive Point-based Image Editing.” arXiv preprint arXiv:2307.04684 (2023).