TELA: Text to Layer-wise 3D Clothed Human Generation

arXiv:2404.16748v1 Announce Type: new
Abstract: This paper addresses the task of 3D clothed human generation from textural descriptions. Previous works usually encode the human body and clothes as a holistic model and generate the whole model in a single-stage optimization, which makes them struggle for clothing editing and meanwhile lose fine-grained control over the whole generation process. To solve this, we propose a layer-wise clothed human representation combined with a progressive optimization strategy, which produces clothing-disentangled 3D human models while …

arxiv cs.cv human layer text type wise