TL;DR本文提出了一种名为 CAPE 的基于 Mesh-VAE-GAN 和 SMPL 身体模型的条件服装生成模型,能够直接为 3D 人体模型着装并适用于不同的姿势。
Abstract
Three-dimensional human body models are widely used in the analysis of human
pose and motion. Existing models, however, are learned from minimally-clothed
3D scans and thus do not generalize to the complexity of dressed people in
common images and videos. Additionally, current models lack the expressive
power needed to represent the complex non-linear geomet