You Only Need One Stage: Novel-View Synthesis From A Single Blind Face Image

Researchers developed NVB-Face, a one-stage AI method that generates consistent novel-view face images directly from single low-quality images. The approach bypasses traditional two-stage restoration processes by using feature manipulation and diffusion models to create 3D-aware representations, significantly improving consistency and fidelity.