公开(公告)号：US20240281924A1

公开(公告)日：2024-08-22

申请号：US18171046

申请日：2023-02-17

Applicant: ADOBE INC.

Inventor： Taesung Park ,  Minguk Kang ,  Richard Zhang ,  Junyan Zhu ,  Elya Shechtman ,  Sylvain Paris

IPC: G06T3/40

CPC classification number: G06T3/4046 ,  G06T3/4053

Abstract: Systems and methods for image processing are described. Embodiments of the present disclosure obtain a low-resolution image and a text description of the low-resolution image. A mapping network generates a style vector representing the text description of the low-resolution image. An adaptive convolution component generates an adaptive convolution filter based on the style vector. An image generation network generates a high-resolution image corresponding to the low-resolution image based on the adaptive convolution filter.

公开(公告)号：US20240282025A1

公开(公告)日：2024-08-22

申请号：US18170963

申请日：2023-02-17

Applicant: ADOBE INC.

Inventor： Taesung Park ,  Minguk Kang ,  Richard Zhang ,  Junyan Zhu ,  Elya Shechtman ,  Sylvain Paris

IPC: G06T11/60 ,  G06F40/126 ,  G06F40/151 ,  G06F40/284 ,  G06T5/20

CPC classification number: G06T11/60 ,  G06F40/126 ,  G06F40/151 ,  G06F40/284 ,  G06T5/20 ,  G06T2207/20004 ,  G06T2207/20081 ,  G06T2207/20084

Abstract: Systems and methods for image generation are provided. An aspect of the systems and methods includes obtaining a text prompt, generating a style vector based on the text prompt, generating an adaptive convolution filter based on the style vector, and generating an image corresponding to the text prompt based on the adaptive convolution filter.