Accurate 3D Facial Expression Reconstruction from Monocular Images using Analysis-by-Neural-Synthesis
SMIRK faithfully reconstructs expressive 3D faces from monocular images by replacing the traditional differentiable rendering with a neural rendering module, and augmenting the training data with diverse expressions.