Neural-ABC: Neural Parametric Models for Articulated Body with Clothes

arXiv:2404.04673v1 Announce Type: new
Abstract: In this paper, we introduce Neural-ABC, a novel parametric model based on neural implicit functions that can represent clothed human bodies with disentangled latent spaces for identity, clothing, shape, and pose. Traditional mesh-based representations struggle to represent articulated bodies with clothes due to the diversity of human body shapes and clothing styles, as well as the complexity of poses. Our proposed model provides a unified framework for parametric modeling, which can represent the identity, clothing, …

abstract arxiv clothing cs.cv cs.gr diversity functions human identity mesh novel paper parametric spaces struggle type