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3DAvatarGAN: Bridging Domains for Personalized Editable Avatars

Rameen Abdal¹ Hsin-Ying Lee² Peihao Zhu¹ Menglei Chai² Aliaksandr Siarohin²
Peter Wonka¹ Sergey Tulyakov²

¹KAUST
² Snap Inc.

[Paper] [Bibtex] [Ethics Statement]

(Play at 2x for a faster overview of the results)

Caricature

3D Caricature : This video shows a Source Image and a corresponding 3D Avatar (Caricature) produced by our method. We show the results under different viewpoints.

3D Caricature Animation : This video shows a Source Image and a corresponding 3D Avatar (Caricature) produced by our method. We animate the resulting avatars using source domain. We show the results under different viewpoints.

3D Caricature Editing : This video shows a Source Image and a corresponding 3D Avatar (Caricature) produced by our method. We do hairstyle editing on both the domains. We show the results under different viewpoints.

3D Caricature Editing : This video shows a Source Image and a corresponding 3D Avatar (Caricature) produced by our method. We do expression editing on both the domains. We show the results under different viewpoints.

Pixar Toons

3D Pixar : This video shows a Source Image and a corresponding 3D Avatar (Pixar) produced by our method. We show the results under different viewpoints.

3D Pixar Animation : This video shows a Source Image and a corresponding 3D Avatar (Pixar) produced by our method. We animate the resulting avatars using source domain. We show the results under different viewpoints.

3D Pixar Editing : This video shows a Source Image and a corresponding 3D Avatar (Pixar) produced by our method. We do hairstyle editing on both the domains. We show the results under different viewpoints.

3D Pixar Editing : This video shows a Source Image and a corresponding 3D Avatar (Pixar) produced by our method. We do expression editing on both the domains. We show the results under different viewpoints.

Cartoons

3D Cartoon : This video shows a Source Image and a corresponding 3D Avatar (Cartoon) produced by our method. We show the results under different viewpoints.

3D Cartoon Animation : This video shows a Source Image and a corresponding 3D Avatar (Cartoon) produced by our method. We animate the resulting avatars using source domain. We show the results under different viewpoints.

3D Cartoon Editing : This video shows a Source Image and a corresponding 3D Avatar (Cartoon) produced by our method. We do hairstyle editing on both the domains. We show the results under different viewpoints.

3D Cartoon Editing : This video shows a Source Image and a corresponding 3D Avatar (Cartoon) produced by our method. We do expression editing on both the domains. We show the results under different viewpoints.

Comparison with Baseline

Comparison of our method with the baseline. We show 3D avatars produced by our method and the baseline under different views. We also show the corresponding depth maps. Notice that baseline method often degenerates to 2D and loses the 3D structure.

Personalized 3D Avatar Editing Sessions