公开(公告)号：US11829710B2

公开(公告)日：2023-11-28

申请号：US17583818

申请日：2022-01-25

Applicant: Adobe Inc.

Inventor： Oliver Brdiczka ,  Sanat Sharma ,  Jayant Kumar ,  Alexandru Vasile Costin ,  Aliakbar Darabi ,  Kushith Amerasinghe

IPC: G06F40/166 ,  G06F40/106 ,  G06F16/58 ,  G06F40/12 ,  G06F16/38 ,  G06V30/413

CPC classification number: G06F40/166 ,  G06F16/5866 ,  G06F40/106 ,  G06F40/12 ,  G06F16/38 ,  G06V30/413

Abstract: An illustrator system accesses a multi-element document, the multi-element document including a plurality of elements. The illustrator system determines, for each of the plurality of elements, an element-specific topic distribution comprising a ranked list of topics. The illustrator system creates a first aggregated topic distribution from the determined element-specific topic distributions. The illustrator system determines a global intent for the multi-element document, the global intent including one or more terms from the first aggregated topic distribution. The illustrator system queries a database using the global intent to retrieve a substitute element. The illustrator system generates a replacement multi-element document that includes a substitute element in place of an element in the multi-element document The at least one substitute element is different from the element in the displayed multi-element document.

公开(公告)号：US20240420394A1

公开(公告)日：2024-12-19

申请号：US18334610

申请日：2023-06-14

Applicant: ADOBE INC.

Inventor： Ionut Mironica ,  Marian Lupascu ,  Alexandru Vasile Costin ,  Cristian Catalin Buzoiu ,  Aliakbar Darabi

IPC: G06T11/60 ,  G06T11/00

Abstract: Systems and methods are provided for image editing, and more particularly, for harmonizing background images with text. Embodiments of the present disclosure obtain an image including text and a region overlapping the text. In some aspects, the text includes a first color. Embodiments then select a second color that contrasts with the first color, and generate a modified image including the text and a modified region using a machine learning model that takes the image and the second color as input. The modified image is generated conditionally, so as to include the second color in a region corresponding to the text.

公开(公告)号：US11915133B2

公开(公告)日：2024-02-27

申请号：US17468546

申请日：2021-09-07

Applicant: Adobe Inc.

Inventor： Ratheesh Kalarot ,  Kevin Wampler ,  Jingwan Lu ,  Jakub Fiser ,  Elya Shechtman ,  Aliakbar Darabi ,  Alexandru Vasile Costin

IPC: G06K9/00 ,  G06N3/08 ,  G06F3/04845 ,  G06F3/04847 ,  G06T11/60 ,  G06N20/20 ,  G06T5/00 ,  G06T5/20 ,  G06T3/00 ,  G06T3/40 ,  G06T11/00 ,  G06F18/40 ,  G06F18/211 ,  G06F18/214 ,  G06F18/21 ,  G06N3/045

CPC classification number: G06N3/08 ,  G06F3/04845 ,  G06F3/04847 ,  G06F18/211 ,  G06F18/214 ,  G06F18/2163 ,  G06F18/40 ,  G06N3/045 ,  G06N20/20 ,  G06T3/0006 ,  G06T3/0093 ,  G06T3/40 ,  G06T3/4038 ,  G06T3/4046 ,  G06T5/005 ,  G06T5/20 ,  G06T11/001 ,  G06T11/60 ,  G06T2207/10024 ,  G06T2207/20081 ,  G06T2207/20084 ,  G06T2207/20221 ,  G06T2210/22

Abstract: Systems and methods seamlessly blend edited and unedited regions of an image. A computing system crops an input image around a region to be edited. The system applies an affine transformation to rotate the cropped input image. The system provides the rotated cropped input image as input to a machine learning model to generate a latent space representation of the rotated cropped input image. The system edits the latent space representation and provides the edited latent space representation to a generator neural network to generate a generated edited image. The system applies an inverse affine transformation to rotate the generated edited image and aligns an identified segment of the rotated generated edited image with an identified corresponding segment of the input image to produce an aligned rotated generated edited image. The system blends the aligned rotated generated edited image with the input image to generate an edited output image.

公开(公告)号：US11644961B1

公开(公告)日：2023-05-09

申请号：US17652044

申请日：2022-02-22

Applicant: Adobe Inc.

Inventor： Oliver Brdiczka ,  Alexandru Vasile Costin ,  Ionut Mironica ,  Vlad-Constantin Lungu-Stan

IPC: G06Q30/02 ,  G06F3/04845 ,  G06F40/106 ,  G06F40/284 ,  G06T7/60

CPC classification number: G06F3/04845 ,  G06F40/106 ,  G06F40/284 ,  G06T7/60

Abstract: The present disclosure relates to systems, non-transitory computer-readable media, and methods for utilizing a design language model and a generative language model to generate digital design documents with design variations. In particular embodiments, the disclosed systems implement the design language model to tokenize the design of a document into a sequence of language tokens. For example, the disclosed systems tokenize visual elements and a layout of the document—in addition to optional user-added content. The generative language model utilizes the sequence of language tokens to predict a next language token representing a suggested design variation. Based on the predicted language token, the disclosed systems generate a modified digital design document visually portraying the suggested design variation. Further, in one or more embodiments, the disclosed systems perform iterative refinements to the modified digital design document.

公开(公告)号：US20240119230A1

公开(公告)日：2024-04-11

申请号：US17938253

申请日：2022-10-05

Applicant: Adobe Inc.

Inventor： Anand Khanna ,  Oliver Brdiczka ,  Alexandru Vasile Costin

IPC: G06F40/186 ,  G06F40/30 ,  G06N3/08

CPC classification number: G06F40/186 ,  G06F40/30 ,  G06N3/08

Abstract: The present disclosure relates to systems, methods, and non-transitory computer-readable media that provides to a user a subset of digital design templates as recommendations based on a creative segment classification and template classifications. For instance, in one or more embodiments, the disclosed systems generate the creative segment classification for the user and determines geo-seasonal intent data. Furthermore, the disclosed system generates template classifications using a machine learning model based on geo-seasonality and creative intent. In doing so, the disclosed system identifies a subset of digital design templates based on the template classifications, geo-seasonal intent data, and the creative segment classification of the user.

公开(公告)号：US20230359325A1

公开(公告)日：2023-11-09

申请号：US17737452

申请日：2022-05-05

Applicant: Adobe Inc.

Inventor： Oliver Brdiczka ,  Nipun Jindal ,  Kushith Amerasinghe ,  Gabriel Boroghina ,  Dan-Gabriel Ghita ,  Cristian-Catalin Buzoiu ,  Arpit Mathur ,  Aliakbar Darabi ,  Alexandru Vasile Costin

IPC: G06F3/0482 ,  G06F16/58 ,  G06F16/532 ,  G06F16/583 ,  G06F3/04847

CPC classification number: G06F3/0482 ,  G06F16/5866 ,  G06F16/532 ,  G06F16/5846 ,  G06F3/04847 ,  G06F2203/04806

Abstract: An illustrator system accesses a multi-element document including a plurality of elements. The illustrator system selects, from the plurality of elements, a selected element. The illustrator system generates a replacement multi-element document that includes a substitute element in place of the selected element in the multi-element document, wherein the substitute element is different from the selected element. The illustrator system displays, via a user interface with the multi-element document, a preview of the replacement multi-element document providing a view of the replacement multi-element document, wherein the view of the replacement multi-element document is focused to depict the substitute element.

公开(公告)号：US20220122308A1

公开(公告)日：2022-04-21

申请号：US17468546

申请日：2021-09-07

Applicant: Adobe Inc.

Inventor： Ratheesh Kalarot ,  Kevin Wampler ,  Jingwan Lu ,  Jakub Fiser ,  Elya Shechtman ,  Aliakbar Darabi ,  Alexandru Vasile Costin

IPC: G06T11/60 ,  G06T3/40 ,  G06T3/00 ,  G06T11/00 ,  G06T5/00

Abstract: Systems and methods seamlessly blend edited and unedited regions of an image. A computing system crops an input image around a region to be edited. The system applies an affine transformation to rotate the cropped input image. The system provides the rotated cropped input image as input to a machine learning model to generate a latent space representation of the rotated cropped input image. The system edits the latent space representation and provides the edited latent space representation to a generator neural network to generate a generated edited image. The system applies an inverse affine transformation to rotate the generated edited image and aligns an identified segment of the rotated generated edited image with an identified corresponding segment of the input image to produce an aligned rotated generated edited image. The system blends the aligned rotated generated edited image with the input image to generate an edited output image.

公开(公告)号：US12254170B2

公开(公告)日：2025-03-18

申请号：US18313529

申请日：2023-05-08

Applicant: Adobe Inc.

Inventor： Oliver Brdiczka ,  Alexandru Vasile Costin ,  Ionut Mironica ,  Vlad-Constantin Lungu-Stan

IPC: G06Q30/02 ,  G06F3/04845 ,  G06F40/106 ,  G06F40/284 ,  G06T7/60

Abstract: The present disclosure relates to systems, non-transitory computer-readable media, and methods for utilizing a design language model and a generative language model to generate digital design documents with design variations. In particular embodiments, the disclosed systems implement the design language model to tokenize the design of a document into a sequence of language tokens. For example, the disclosed systems tokenize visual elements and a layout of the document—in addition to optional user-added content. The generative language model utilizes the sequence of language tokens to predict a next language token representing a suggested design variation. Based on the predicted language token, the disclosed systems generate a modified digital design document visually portraying the suggested design variation. Further, in one or more embodiments, the disclosed systems perform iterative refinements to the modified digital design document.

公开(公告)号：US12189919B2

公开(公告)日：2025-01-07

申请号：US17737452

申请日：2022-05-05

Applicant: Adobe Inc.

Inventor： Oliver Brdiczka ,  Nipun Jindal ,  Kushith Amerasinghe ,  Gabriel Boroghina ,  Dan-Gabriel Ghita ,  Cristian-Catalin Buzoiu ,  Arpit Mathur ,  Aliakbar Darabi ,  Alexandru Vasile Costin

IPC: G06F17/00 ,  G06F3/0482 ,  G06F3/04847 ,  G06F16/532 ,  G06F16/58 ,  G06F16/583

Abstract: An illustrator system accesses a multi-element document including a plurality of elements. The illustrator system selects, from the plurality of elements, a selected element. The illustrator system generates a replacement multi-element document that includes a substitute element in place of the selected element in the multi-element document, wherein the substitute element is different from the selected element. The illustrator system displays, via a user interface with the multi-element document, a preview of the replacement multi-element document providing a view of the replacement multi-element document, wherein the view of the replacement multi-element document is focused to depict the substitute element.

公开(公告)号：US11989505B2

公开(公告)日：2024-05-21

申请号：US17938253

申请日：2022-10-05

Applicant: Adobe Inc.

Inventor： Anand Khanna ,  Oliver Brdiczka ,  Alexandru Vasile Costin

IPC: G06F40/186 ,  G06F40/30 ,  G06N3/08

CPC classification number: G06F40/186 ,  G06F40/30 ,  G06N3/08

Abstract: The present disclosure relates to systems, methods, and non-transitory computer-readable media that provides to a user a subset of digital design templates as recommendations based on a creative segment classification and template classifications. For instance, in one or more embodiments, the disclosed systems generate the creative segment classification for the user and determines geo-seasonal intent data. Furthermore, the disclosed system generates template classifications using a machine learning model based on geo-seasonality and creative intent. In doing so, the disclosed system identifies a subset of digital design templates based on the template classifications, geo-seasonal intent data, and the creative segment classification of the user.