Consumer Digital Human.
Given a single image(T pose), we can create an avatar and drive this avatar with target motion.
A Pytorch3D-based registration method between a reconstructed point cloud (e.g., the output of PIFuHD, scan data, or synthetic data like CLOTH4D) and an estimated SMPL mesh (e.g., HMR, ProHMR, or PyMAF).
Please our code: SMPL Registration
Registration
On the left. Visualization of PIFu point clouds and SMPL point clouds. Middle.Visualization of point clouds after SMPL registration. Right.Visualization of point clouds after SMPL+D registration.