公开(公告)号：US12056849B2

公开(公告)日：2024-08-06

申请号：US17466711

申请日：2021-09-03

Applicant: Adobe Inc. ,  Czech Technical University in Prague

Inventor： Michal Lukác ,  Daniel Sýkora ,  David Futschik ,  Zhaowen Wang ,  Elya Shechtman

IPC: G06T5/50 ,  G06F18/214

CPC classification number: G06T5/50 ,  G06F18/214 ,  G06T2207/10016 ,  G06T2207/20081 ,  G06T2207/20084

Abstract: Embodiments are disclosed for translating an image from a source visual domain to a target visual domain. In particular, in one or more embodiments, the disclosed systems and methods comprise a training process that includes receiving a training input including a pair of keyframes and an unpaired image. The pair of keyframes represent a visual translation from a first version of an image in a source visual domain to a second version of the image in a target visual domain. The one or more embodiments further include sending the pair of keyframes and the unpaired image to an image translation network to generate a first training image and a second training image. The one or more embodiments further include training the image translation network to translate images from the source visual domain to the target visual domain based on a calculated loss using the first and second training images.