CVPR2021

SMPLicit: Topology-Aware Generative Model for Clothed People

Enric Corona, Albert Pumarola, Guillem Alenyà, Gerard Pons-Moll, Francesc Moreno-Noguer

Abstract

Figure 1: We introduce SMPLicit, a fully differentiable generative model for clothed bodies, capable of representing garments with different topology. The four figures on the left show the application of the model to the problem of 3D body and cloth reconstruction from an input image. We are able to predict different models per cloth, even for multi-layer cases. Three right-most images: The model can also be used for editing the outfits, removing/adding new garments and re-posing the body.