公开(公告)号：US20240177399A1

公开(公告)日：2024-05-30

申请号：US18426084

申请日：2024-01-29

Applicant: Adobe Inc.

Inventor： Zexiang XU ,  Yannick HOLD-GEOFFROY ,  Milos HASAN ,  Kalyan SUNKAVALLI ,  Fanbo XIANG

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

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.

公开(公告)号：US20220198738A1

公开(公告)日：2022-06-23

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 ,  G06T19/20 ,  G06N3/04 ,  G06N3/08

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.