Identity-aware and Shape-aware
Propagation of Face Editing on Videos

Video list:

Propagation of editing on a specific keyframe

Session 1

In the edited frame below we have a face-lift and add makeup.

Keyframe

Edited frame

Original video

Propagated video

Session 2

In the edited frame below we use InterFaceGAN to make the face younger.

Keyframe

Edited frame

Original video

Propagated video

Session 3

In the edited frame below we add beard and hair, and make the face fat.

Keyframe

Edited frame

Original video

Propagated video

Session 4

In the edited frame below we add glasses.

Keyframe

Edited frame

Original video

Propagated video

Session 5

In the edited frame below we add beard.

Keyframe

Edited frame

Original video

Propagated video

Editing propagation comparisons

We compare our method with two state-of-the-art open-source methods: IVS and First order.

Session 1

In the edited frame below we add hair and glasses.

Keyframe

Edited frame

Original video

First order

IVS

Ours

Session 2

In the edited frame below we make the face fat and add makeup.

Keyframe

Edited frame

Original video

First order

IVS

Ours

Session 3

Keyframe

Edited frame

Original video

First order

IVS

Ours


Note: First order can not restore the movement of the eyeballs.

Ablation comparisons

We compare our full method with three baselines mentioned in the main text.

Session 1

In the edited frame below we slightly fatten his face, smooth the skin and blacken his hair.

Keyframe

Edited frame

Original video

Baseline 1

Baseline 2

Baseline 3

Ours

Session 2

In the edited frame below we slim his face slightly and add a moustache.

Keyframe

Edited frame

Original video

Baseline 1

Baseline 2

Baseline 3

Ours

More results

Session 1

In the edited frame below we turn him into the Hulk through Photoshop.

Keyframe

Edited frame

Original video

Propagated video

Session 2

The editing frame below is achieved by AnimeGANv2.

Keyframe

Edited frame

Original video

Propagated video

In the sessions below, we show more propagation results of existing latentspace semantic editing.

Session 3

In the edited frames below, we use Ganspace to reduce and add beard.

Keyframe

Edited frame 1

Edited frame 2

Original video

Propagated video 1

Propagated video 2

Session 4

In the edited frames below, we use InterFaceGAN to make the face calmer, add red lipsticks and make the face older.

Keyframe

Edited frame 1

Edited frame 2

Edited frame 3

Original video

Propagated video 1

Propagated video 2

Propagated video 3

Thanks a lot for your attention!