公开(公告)号：US20240354895A1

公开(公告)日：2024-10-24

申请号：US18303271

申请日：2023-04-19

Applicant: ADOBE INC.

Inventor： Hareesh Ravi ,  Midhun Harikumar ,  Taesung Park ,  Ajinkya Gorakhnath Kale

IPC: G06T5/50 ,  G06T5/00 ,  G06T11/60 ,  G06V10/764

CPC classification number: G06T5/50 ,  G06T5/00 ,  G06T11/60 ,  G06V10/764 ,  G06T2200/24 ,  G06T2207/20076 ,  G06T2207/20081 ,  G06T2207/20084 ,  G06T2207/20092 ,  G06T2207/20212

Abstract: Systems and methods for image processing are described. Embodiments of the present disclosure include an image generation network configured to encode a plurality of abstract images using a style encoder to obtain a plurality of abstract style encodings, wherein the style encoder is trained to represent image style separately from image content. A clustering component clusters the plurality of abstract style encodings to obtain an abstract style cluster comprising a subset of the plurality of abstract style encodings. A preset component generates an abstract style transfer preset representing the abstract style cluster.