Remark: as mentioned in the paper, we used the CAESAR dataset. While we (at Brown/MPI-IS-PS) own the rights to use this dataset, we don't have the rights to distribute it. If you need this dataset, please contact its owners. Note, however, that MPI-IS-PS has recently released a high-quality dataset of well-aligned 3D body scans .