公开(公告)号：US11189060B2

公开(公告)日：2021-11-30

申请号：US16863540

申请日：2020-04-30

Applicant: Adobe Inc.

Inventor： Milos Hasan ,  Liang Shi ,  Tamy Boubekeur ,  Kalyan Sunkavalli ,  Radomir Mech

IPC: G06T11/00 ,  G06T11/40 ,  G06T15/04 ,  G06N3/08

Abstract: The present disclosure relates to using end-to-end differentiable pipeline for optimizing parameters of a base procedural material to generate a procedural material corresponding to a target physical material. For example, the disclosed systems can receive a digital image of a target physical material. In response, the disclosed systems can retrieve a differentiable procedural material for use as a base procedural material in response. The disclosed systems can compare a digital image of the base procedural material with the digital image of the target physical material using a loss function, such as a style loss function that compares visual appearance. Based on the determined loss, the disclosed systems can modify the parameters of the base procedural material to determine procedural material parameters for the target physical material. The disclosed systems can generate a procedural material corresponding to the base procedural material using the determined procedural material parameters.

公开(公告)号：US20230360285A1

公开(公告)日：2023-11-09

申请号：US18341618

申请日：2023-06-26

Applicant: Adobe Inc.

Inventor： Milos Hasan ,  Liang Shi ,  Tamy Boubekeur ,  Kalyan Sunkavalli ,  Radomir Mech

IPC: G06T11/00 ,  G06T15/04 ,  G06N3/084 ,  G06T11/40

CPC classification number: G06T11/001 ,  G06T15/04 ,  G06N3/084 ,  G06T11/40

Abstract: The present disclosure relates to using end-to-end differentiable pipeline for optimizing parameters of a base procedural material to generate a procedural material corresponding to a target physical material. For example, the disclosed systems can receive a digital image of a target physical material. In response, the disclosed systems can retrieve a differentiable procedural material for use as a base procedural material in response. The disclosed systems can compare a digital image of the base procedural material with the digital image of the target physical material using a loss function, such as a style loss function that compares visual appearance. Based on the determined loss, the disclosed systems can modify the parameters of the base procedural material to determine procedural material parameters for the target physical material. The disclosed systems can generate a procedural material corresponding to the base procedural material using the determined procedural material parameters.

公开(公告)号：US12198231B2

公开(公告)日：2025-01-14

申请号：US18341618

申请日：2023-06-26

Applicant: Adobe Inc.

Inventor： Milos Hasan ,  Liang Shi ,  Tamy Boubekeur ,  Kalyan Sunkavalli ,  Radomir Mech

IPC: G06T11/00 ,  G06N3/08 ,  G06N3/084 ,  G06T11/40 ,  G06T15/04

Abstract: The present disclosure relates to using end-to-end differentiable pipeline for optimizing parameters of a base procedural material to generate a procedural material corresponding to a target physical material. For example, the disclosed systems can receive a digital image of a target physical material. In response, the disclosed systems can retrieve a differentiable procedural material for use as a base procedural material in response. The disclosed systems can compare a digital image of the base procedural material with the digital image of the target physical material using a loss function, such as a style loss function that compares visual appearance. Based on the determined loss, the disclosed systems can modify the parameters of the base procedural material to determine procedural material parameters for the target physical material. The disclosed systems can generate a procedural material corresponding to the base procedural material using the determined procedural material parameters.

公开(公告)号：US11688109B2

公开(公告)日：2023-06-27

申请号：US17513747

申请日：2021-10-28

Applicant: Adobe Inc.

Inventor： Milos Hasan ,  Liang Shi ,  Tamy Boubekeur ,  Kalyan Sunkavalli ,  Radomir Mech

IPC: G06T11/00 ,  G06T11/40 ,  G06T15/04 ,  G06N3/084

CPC classification number: G06T11/001 ,  G06N3/084 ,  G06T11/40 ,  G06T15/04

Abstract: The present disclosure relates to using end-to-end differentiable pipeline for optimizing parameters of a base procedural material to generate a procedural material corresponding to a target physical material. For example, the disclosed systems can receive a digital image of a target physical material. In response, the disclosed systems can retrieve a differentiable procedural material for use as a base procedural material in response. The disclosed systems can compare a digital image of the base procedural material with the digital image of the target physical material using a loss function, such as a style loss function that compares visual appearance. Based on the determined loss, the disclosed systems can modify the parameters of the base procedural material to determine procedural material parameters for the target physical material. The disclosed systems can generate a procedural material corresponding to the base procedural material using the determined procedural material parameters.

公开(公告)号：US20210343051A1

公开(公告)日：2021-11-04

申请号：US16863540

申请日：2020-04-30

Applicant: Adobe Inc.

Inventor： Milos Hasan ,  Liang Shi ,  Tamy Boubekeur ,  Kalyan Sunkavalli ,  Radomir Mech

IPC: G06T11/00 ,  G06T11/40 ,  G06N3/08 ,  G06T15/04

Abstract: The present disclosure relates to using end-to-end differentiable pipeline for optimizing parameters of a base procedural material to generate a procedural material corresponding to a target physical material. For example, the disclosed systems can receive a digital image of a target physical material. In response, the disclosed systems can retrieve a differentiable procedural material for use as a base procedural material in response. The disclosed systems can compare a digital image of the base procedural material with the digital image of the target physical material using a loss function, such as a style loss function that compares visual appearance. Based on the determined loss, the disclosed systems can modify the parameters of the base procedural material to determine procedural material parameters for the target physical material. The disclosed systems can generate a procedural material corresponding to the base procedural material using the determined procedural material parameters.