Reconstructing Humans with a Biomechanically Accurate Skeleton

Figure 1 . Human Skeleton and Mesh Recovery (HSMR). We propose an approach that recovers the biomechanical skeleton and the surface mesh of a human from a single image. We adopt a recent biomechanical model, SKEL [24] and train a transformer to estimate the parameters of the model. We encourage the reader to see the skeleton and surface reconstructions in our project page.