360Anything: Geometry-Free Lifting of Images and Videos to 360°

360Anything: Geometry-Free Lifting of Images and Videos to 360°

Contributions:

1. Propose 360Anything architecture for panorama generation without camera metadata

2. Identify VAE latent encoding as root cause of seam artifacts + propose a simple fix

3. Achieve SOTA for panoramic image & video generation—outperforming baselines with extra camera info

4. Competitive FoV & camera pose estimation vs supervised methods + consistent 3D scene reconstruction from generated panoramic videos

미디어