公开(公告)号：US20250117974A1

公开(公告)日：2025-04-10

申请号：US18908075

申请日：2024-10-07

Applicant: ADOBE INC.

Inventor： Midhun Harikumar ,  Nicholas Isaac Kolkin ,  Sachin Madhav Kelkar ,  Purvak Lapsiya ,  Elya Shechtman ,  Ajinkya Gorakhnath Kale ,  Jalansh Saumil Munshi

IPC: G06T11/00 ,  G06F40/284 ,  G06T5/70

Abstract: A method, apparatus, non-transitory computer readable medium, and system for generating synthetic images depicting an image element with a target composition include obtaining a content input and a composition input. The content input indicates an image element and the composition input indicates a target composition of the image element. Embodiments then encode the composition input to obtain a composition embedding representing the target composition. Subsequently, embodiments generate, using an image generation model, a synthetic image based on the content input and the composition embedding. The synthetic image depicts the image element with the target composition.

公开(公告)号：US20240135610A1

公开(公告)日：2024-04-25

申请号：US18169444

申请日：2023-02-15

Applicant: ADOBE INC.

Inventor： Nicholas Isaac Kolkin ,  Elya Shechtman

IPC: G06T11/60 ,  G06T5/00

CPC classification number: G06T11/60 ,  G06T5/002 ,  G06T2200/24

Abstract: Systems and methods for image generation are provided. An aspect of the systems and methods for image generation includes obtaining an original image depicting an element and a target prompt describing a modification to the element. The system may then compute a first output and a second output using a diffusion model. The first output is based on a description of the element and the second output is based on the target prompt. The system then computes a difference between the first output and the second output, and generates a modified image including the modification to the element of the original image based on the difference.