公开(公告)号：US20230326137A1

公开(公告)日：2023-10-12

申请号：US17715646

申请日：2022-04-07

申请人： Adobe Inc. ,  University College London

发明人： Duygu Ceylan Aksit ,  Yangtuanfeng Wang ,  Niloy J. Mitra ,  Meng Zhang

IPC分类号： G06T17/20 ,  G06T15/04 ,  G06T7/70 ,  G06V10/75

CPC分类号： G06T17/20 ,  G06T15/04 ,  G06T7/70 ,  G06V10/7515 ,  G06T2207/20084 ,  G06T2207/20081 ,  G06T2210/16

摘要： Systems and methods are described for rendering garments. The system includes a first machine learning model trained to generate coarse garment templates of a garment and a second machine learning model trained to render garment images. The first machine learning model generates a coarse garment template based on position data. The system produces a neural texture for the garment, the neural texture comprising a multi-dimensional feature map characterizing detail of the garment. The system provides the coarse garment template and the neural texture to the second machine learning model trained to render garment images. The second machine learning model generates a rendered garment image of the garment based on the coarse garment template of the garment and the neural texture.