Uncertainty-Aware Mesh Decoder for High Fidelity 3D Face Reconstruction

Figure 1 : We propose an uncertainty-aware mesh decoder which reconstructs high quality 3D face. Our approach successfully employs Graph CNN and GAN for mesh decoder along with an uncertainty-aware image encoder to reconstruct shape and texture in high fidelity. Our 3D face reconstruction results are best viewed in color.