Portrait4D: Learning One-Shot 4D Head Avatar Synthesis using Synthetic Data

Figure 1. Our method generates a photorealistic 4D head avatar via a feed-forward process of a monocular image. It allows head reenactment given another driving image, with full motion control of face, mouth, eyes, and neck, as well as foreground-background separation.