公开(公告)号：GB2624754B

公开(公告)日：2025-02-05

申请号：GB202314582

申请日：2023-09-22

Applicant: ADOBE INC

Inventor： HAITIAN ZHENG ,  ZHE LIN ,  CONNELLY STUART BARNES ,  ELYA SHECHTMAN ,  JINGWAN LU ,  QING LIU ,  SOHRAB AMIRGHODSI ,  YUQIAN ZHOU ,  SCOTT COHEN ,  JIANMING ZHANG

IPC: G06T5/77

Abstract: Systems and methods for image processing are described. Embodiments of the present disclosure receive an image comprising a first region that includes content and a second region to be inpainted. Noise is then added to the image to obtain a noisy image, and a plurality of intermediate output images are generated based on the noisy image using a diffusion model trained using a perceptual loss. The intermediate output images predict a final output image based on a corresponding intermediate noise level of the diffusion model. The diffusion model then generates the final output image based on the intermediate output image. The final output image includes inpainted content in the second region that is consistent with the content in the first region.