With the development of VR/AR, users want to animate their face in virtual reality

A normally used 3D scanner in industry has several limitations:

  • Time costing
  • Expensive
3D scanner in industry

Our Goal

Users can capture their 3D face just using their mobile phone!

Our pipeline: RGB-D video from selfie camera —> 3D digital human heads

Proposed Pipeline


  • We are facing real-world in-the-wild iPhone data
    • High variance in video quality
    • Unknown camera extrinsics
  • How to utilize depth information