Patent ID: 11887241
Assignee: ADOBE INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 8:
9. A non-transitory computer readable storage medium including instructions stored thereon which, when executed by a processor, cause the processor to:
obtain a plurality of images of a scene depicting at least one object;
determine a volume density of the scene using a scene geometry network to generate a 3D geometric representation of the object;
map 3D points of the scene to a 2D texture space using a texture mapping network, wherein the texture mapping network is trained on a cycle loss using an inverse texture mapping network that maps back from the 2D texture space to 3D points to train the texture mapping network and the inverse texture mapping network to enforce a cycle mapping between the 2D texture space and points on a surface of the scene; and
determine radiance values for each 2D point in the 2D texture space from a plurality of viewpoints using a third neural texture network to generate a 3D appearance representation of the object.