Comparison with Related Works

We visualize the best performing related methods. FreeNeRF struggles to reconstruct a valid head geometry and generates floaters. Preface is able to reconstruct the overall geometry but contains artifacts, in particular for strong expressions.

Input Views

Diner

FreeNeRF

Preface

Ours

Input Views

Diner

FreeNeRF

Preface

Ours

Input Views

Diner

FreeNeRF

Preface

Ours

Input Views

Diner

FreeNeRF

Preface

Ours

Input Views

Diner

FreeNeRF

Preface

Ours

Input Views

Diner

FreeNeRF

Preface

Ours





In-the-wild Comparison

We compare with the best performing related work (Preface) on in-the-wild captures. While Preface performs well for neutral faces, strong facial expressions lead to an incorrect geometry. Note the blob-like artifacts in the mouth and below the chin.

Input Views

Preface (RGB)

Preface (Normals)

Ours (RGB)

Ours (Normals)