Patent · US Active

Learning 2D texture mapping in volumetric neural rendering

US11887241B2 · kind B2 · utility

1Cited by

1References

18Claims

0Family size

Assignee

Adobe Inc. · US

Inventors

Zexiang Xu · San Jose, US
Yannick Hold-Geoffroy · San Jose, US
Milos Hasan · Lafayette, US
Kalyan Sunkavalli · San Jose, US
Fanbo XIANG · San Diego, US

Key dates

Filing date	Dec 22, 2021
Grant date	Jan 30, 2024
Priority date	—
Expiry date	Mar 10, 2042

Classification

Technology area (CPC G)Physics
CPC primaryG06T19/20
WIPO fieldComputer technology
WIPO sectorElectrical engineering

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.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.