公开(公告)号：US12299844B2

公开(公告)日：2025-05-13

申请号：US18440248

申请日：2024-02-13

Applicant: Adobe Inc.

Inventor： He Zhang ,  Yifan Jiang ,  Yilin Wang ,  Jianming Zhang ,  Kalyan Sunkavalli ,  Sarah Kong ,  Su Chen ,  Sohrab Amirghodsi ,  Zhe Lin

IPC: G06T3/08 ,  G06N3/04 ,  G06N3/08 ,  G06T5/50 ,  G06T7/194 ,  G06T11/00 ,  G06T11/60

Abstract: The present disclosure relates to systems, methods, and non-transitory computer readable media for accurately, efficiently, and flexibly generating harmonized digital images utilizing a self-supervised image harmonization neural network. In particular, the disclosed systems can implement, and learn parameters for, a self-supervised image harmonization neural network to extract content from one digital image (disentangled from its appearance) and appearance from another from another digital image (disentangled from its content). For example, the disclosed systems can utilize a dual data augmentation method to generate diverse triplets for parameter learning (including input digital images, reference digital images, and pseudo ground truth digital images), via cropping a digital image with perturbations using three-dimensional color lookup tables (“LUTs”). Additionally, the disclosed systems can utilize the self-supervised image harmonization neural network to generate harmonized digital images that depict content from one digital image having the appearance of another digital image.

公开(公告)号：US20230005197A9

公开(公告)日：2023-01-05

申请号：US17204638

申请日：2021-03-17

Applicant: ADOBE INC.

Inventor： JIANMING ZHANG ,  Alan Erickson ,  I-Ming Pao ,  Guotong Feng ,  Kalyan Sunkavalli ,  Frederick Mandia ,  Hyunghwan Byun ,  Betty Leong ,  Meredith Payne Stotzner ,  Yukie Takahashi ,  Quynn Megan Le ,  Sarah Kong

IPC: G06T11/60 ,  G06T11/00 ,  G06F3/0484

Abstract: The present disclosure provides systems and methods for image editing. Embodiments of the present disclosure provide an image editing system for perform image object replacement or image region replacement (e.g., an image editing system for replacing an object or region of an image with an object or region from another image). For example, the image editing system may replace a sky portion of an image with a more desirable sky portion from a different replacement image. The original image and the replacement image (e.g., the image including a desirable object or region) include layers of masks. A sky from the replacement image may replace the sky of the image to produce an aesthetically pleasing composite image.

公开(公告)号：US20220301243A1

公开(公告)日：2022-09-22

申请号：US17204638

申请日：2021-03-17

Applicant: ADOBE INC.

Inventor： JIANMING ZHANG ,  Alan Erickson ,  I-Ming Pao ,  Guotong Feng ,  Kalyan Sunkavalli ,  Frederick Mandia ,  Hyunghwan Byun ,  Betty Leong ,  Meredith Payne Stotzner ,  Yukie Takahashi ,  Quynn Megan Le ,  Sarah Kong

IPC: G06T11/60 ,  G06T11/00 ,  G06F3/0484

Abstract: The present disclosure provides systems and methods for image editing. Embodiments of the present disclosure provide an image editing system for perform image object replacement or image region replacement (e.g., an image editing system for replacing an object or region of an image with an object or region from another image). For example, the image editing system may replace a sky portion of an image with a more desirable sky portion from a different replacement image. The original image and the replacement image (e.g., the image including a desirable object or region) include layers of masks. A sky from the replacement image may replace the sky of the image to produce an aesthetically pleasing composite image.

公开(公告)号：US20190096112A1

公开(公告)日：2019-03-28

申请号：US15712693

申请日：2017-09-22

Applicant: Adobe Inc.

Inventor： I-Ming Pao ,  Yuyan Song ,  Sarah Kong

IPC: G06T13/40 ,  H04N5/232 ,  G06F3/01

CPC classification number: G06T13/40 ,  G06K9/00248 ,  G06T7/00 ,  G06T17/00 ,  G06T19/00 ,  H04N5/23219

Abstract: The present disclosure is directed toward systems and methods for generating an interactive digital media item based on a two-dimensional “selfie.” For example, one or more embodiments described herein identifies a face in the two-dimensional “selfie,” then builds and displays a three-dimensional model based on the identified face. One or more embodiments described herein also track movement of a viewer of a computing device displaying the three-dimensional model such that one or more portions of the three-dimensional model appear to follow the person viewing the “selfie.”