PCA

Interpolations along the principal components of camera and scene dynamics latent spaces. These are the video equivalents of Fig. 6 (top), but showing all 8 components.

Camera Control Latent
Dynamics Control Latent

Latent Interpolations

Interpolations in the latent space between a starting and an ending view, while varying only the camera control latent (column 1), the dynamics control latent (column 2), or both (column 3). The generation is based on a scene representation encoded from 3 input views (last row).

Vary camera/dynamics/both
Starting View
Ending View
Input Views