Diff-PC: Identity-preserving and 3D-aware controllable diffusion for zero-shot portrait customization

Yifang Xu, Benxiang Zhai, Chenyu Zhang, Ming Li, Yang Li, Sidan Du

Abstract: Highlights•Propose a novel diffusion-based framework for zero-shot portrait customization.•Design ID-Ctrl based on 3D faces for better identity fidelity and face control.•Collect an ID-centric dataset for improved face similarity.•Demonstrate the effectiveness of our method through extensive experiments.