公开(公告)号：US11887241B2

公开(公告)日：2024-01-30

申请号：US17559867

申请日：2021-12-22

Applicant: Adobe Inc.

Inventor： Zexiang Xu ,  Yannick Hold-Geoffroy ,  Milos Hasan ,  Kalyan Sunkavalli ,  Fanbo Xiang

IPC: G06T15/04 ,  G06T15/20 ,  G06N3/08 ,  G06T19/20 ,  G06N3/045

CPC classification number: G06T15/04 ,  G06N3/045 ,  G06N3/08 ,  G06T15/20 ,  G06T19/20

Abstract: Embodiments are disclosed for neural texture mapping. In some embodiments, a method of neural texture mapping includes obtaining a plurality of images of an object, determining volumetric representation of a scene of the object using a first neural network, mapping 3D points of the scene to a 2D texture space using a second neural network, and determining radiance values for each 2D point in the 2D texture space from a plurality of viewpoints using a second neural network to generate a 3D appearance representation of the object.