3D Reconstruction

Inferring 3D geometric properties from 2D images, including facial pose, structure, and landmarks. Methods range from landmark-based approaches using pose-from-landmarks optimization to learned 3D shape models and neural rendering.

Key papers

• Exposing Deep Fakes Using Inconsistent Head Poses — uses 3D head pose estimation from facial landmarks to detect deepfakes.

Related topics

• Face Forensics
• Media Forensics