Efficient 3D Head Reconstruction from Few Images Using a Grid-Based Neural Representation

InstantAvatar is a method that recovers full-head avatars from few images (down to just one) in a few seconds on commodity hardware by combining a voxel-grid neural field representation with a surface renderer.