Adobe, Inc.

Sanyam Jain

Gaurav Bhargava

Mohammad Javed Ali

Abhinav Kumar Agarwal

Pragya Kandari

Amish Kumar Bedi

Anshul Jain

Ramnik Singh

Aman Arora

Sameer Manuja

Monica Singh

Souvik Sinha Deb

Mainak Biswas

Reena Agrawal

Dinesh Kukreja

Anil Ahuja

Abhishek Raj

Nitin Kumar

Vivek Ranjan

Abhay Sibal

Manohar Singh Gour

Makiko Shimoda

Varun Aggarwal

Gaurav Anand

Deepanjana Chakravarti

Jianming Zhang

Ajinkya Gorakhnath Kale

Ashish Jain

Ritiz Tambi

Zoya Bylinskii

Prateek Gaurav

Damanpreet Kaur

Ankit Kumar

Rishav Agarwal

Rishabh Purwar

Vasu Gupta

Vidisha Rama Hegde

Palak Agrawal

Nikhil Kedia

Udit Gupta

Systems and methods for consistent document modification are provided. Embodiments include accessing a first document that comprises a first document object, where the first document object has a first document object style. The embodiments further comprise accessing a second document that comprises a second document object, where the second document object has a second document object style. The first document object style is to be modified based on the second document object style. The embodiments include hashing the first document object style to generate a first document object style hash, and hashing the second document object style to generate a second document object style hash. Based on determining the first document object style hash is different from the second document object style hash, the first document object is modified, within the first document, to comprise a modified first document object style that corresponds to the second document object style.

Consistent document modification

Disclosed herein are various techniques for more precisely and reliably (a) positioning top and bottom border edges relative to textual content, (b) positioning left and right border edges relative to textual content, (c) positioning mixed edge borders relative to textual content, (d) positioning boundaries of a region of background shading that fall within borders of textual content, (e) positioning borders relative to textual content that spans columns, (f) positioning respective borders relative to discrete portions of textual content, (g) positioning collective borders relative to discrete, abutting portions of textual content, (h) applying stylized corner boundaries to a region of background shading, and (i) applying stylized corners to borders.

Text border tool and enhanced corner options for background shading

Embodiments are disclosed for real-time copyfitting using a shape of a content area and input text. A content area and an input text for performing copyfitting using a trained classifier is received. A number of remaining characters in the content area is computed in real-time using the input, the computing performed in response to receiving additional input text, wherein computing, in real-time, the number of remaining characters in the content area using the input text includes generating, by the trained classifier, a set of weights including a first set of one or more weights for the input text and a second set of one or more weights for the content area. The first set of one or more weights, the second set of one or more weights, the input text, and the additional input text, and a copyfitting parameter indicating a number of additional characters to be fitted into the content area are determined based on the content area. The copyfitting parameter and the number of remaining characters are presented in real-time.

Dynamic copyfitting parameter estimation

In implementations of systems for stylizing digital content, a computing device implements a style system to receive input data describing digital content to be stylized based on visual styles of example content included in a digital template. The style system generates embeddings for content entities included in the digital content using a machine learning model. Classified content entities are determined based on the embeddings using the machine learning model. The style system generates an output digital template that includes portions of the digital content having the visual styles of example content included in the digital template based on the classified content entities.

Stylizing digital content

Systems and methods for natural language processing are described. Embodiments of the present disclosure receive plain text comprising a sequence of text entities; generate a sequence of entity embeddings based on the plain text, wherein each entity embedding in the sequence of entity embeddings is generated based on a text entity in the sequence of text entities; generate style information for the text entity based on the sequence of entity embeddings; and generate a document based on the style information.

Semantic structure identification for document autostyling

In implementations of text wrap modification using variable inset, a display screen of a device displays lines of text wrapped to an inset space maintained between an object boundary and the lines of text. The device implements a text wrap modification module to determine that a penalty value associated with a line of text is reduced if the line of text is extended to include one or more words from a subsequent line of text, determine that the one or more words fit within an additional space for the line of text based on a variable overlap of the line of text into the inset space, and display the one or more words from the line of text as extended to include the one or more words from the subsequent line of text.

Text wrap modification using variable inset

This disclosure includes technologies for image processing, specifically for generating layout variations that are different but visually consistent with the input layout. The disclosed system determines a visual flow of the design blocks in the input layout, and then generates layout variations based on the visual flow. Advantageously, the disclosed technologies enable both novices and seasoned designers to efficiently create alternative layout variations, even in real-time with intricate designs.

Automatic generation of layout variations based on visual flow

As part of generating a digital catalog, a creative professional interacts with digital content via a user interface to specify an arrangement of the digital content in relation to each other. This is used by a digital layout creation system to generate a layout block that is to serve as a basis for digital catalog entries in the digital catalog. As part of arranging the digital content, the digital layout creation system generates metadata automatically and without user intervention in real time that specifies the arrangement of the digital content and what digital content is associated as part of that arrangement. Once a desired arrangement is achieved by the creative professional, an input is received by the digital layout creation system to create a layout block that is used as a basis to generate digital catalog entries of a digital catalog.

Automated digital catalog generation

Disclosed systems and methods for the automatic creation of multiple layouts that maintain a design aesthetic of an input design document. In an example, a document processing application determines a set of document layout parameters such as balance or equilibrium from an input document. The application calculates, for each document layout parameter of the input document, a weight representing a prominence of the respective layout parameter. The application selects templates having an output size and a number of object containers equal to the number of objects of the document. The application further calculates a score for each template by applying the weights of the document layout parameters to the template layout parameters. The application further selects a template with a highest score and places the object on the template, thereby creating the new design document that maintains the design aesthetic.

Automatic generation of document layouts

Systems and methods are described for dynamically fitting a digital image based on the saliency of the image and the aspect ratio of a frame are described. The systems and methods may provide for identifying an aspect ratio of the frame, selecting a salient region of the digital image based on the aspect ratio using a saliency prediction model, and fitting the digital image into the frame so that a boundary of the frame is aligned with a boundary of the salient region.

Content aware image fitting

Automated digital content layout systems and techniques are described. Interaction of a creative professional with a digital content design system to create a digital content design is monitored. The digital content design is created by the creative professional in accordance with a maximum amount of display area along a primary axis to be used to display the digital content design. The digital content design system then employs a layout system to generate a layout definition for inclusion as part of the digital content design that includes a set of rules to control how the items of digital content are arranged in a user interface in amounts of the display area along the primary axis that are less than this maximum amount.

Digital content automated layout system

Systems and methods for the automatic creation of multiple image layouts. In an example, an image processing application creates an output layered image from an input layered image that includes a background object, a foreground object, and a focus area that at least partially overlaps with the foreground object. The image processing application applies a scaling factor to the foreground object such that the foreground object either is entirely contained within the output foreground object or one dimension of the foreground object is contained within the output foreground object. The image processing application further determines an output focus area in the output foreground object by applying the scaling factor to the focus area. The image processing application crops the foreground object such that the focus area is contained within the output foreground object, thereby creating the output layered image.

Automatic generation of multiple document layouts while maintaining image focus

In some embodiments, an asset integration service establishes a communication session between a design application and a client device for accessing source graphical assets from a web server executing a content management service. The integration service receives, during the communication session and via a design interface from the design application, a request to add a source graphical asset to a document displayed on the client device. The integration service retrieves, responsive to the request, a placement graphical asset that is a lower-resolution copy of the source graphical asset and updates the design interface to include the placement graphical asset. The integration service associates the placement graphical asset with a network link for accessing the source graphical asset via the content management service. The integration service subsequently detects that the source graphical asset has been changed and displays, via the design interface, a notification that the placement graphical asset is outdated.

Integrating remote assets from content management service with content developed by content creation applications

Various techniques more precisely and reliably (a) position top and bottom boundaries of a region of background shading, (b) position left and right boundaries of a region of background shading, (c) define a region of background shading that is applied to Chinese, Japanese, or Korean characters, and (d) apply a clipping path to achieve an arbitrarily-shaped region of background shading. These techniques allow background shading to be applied to textual content precisely and reliably, and also reduce the likelihood that unwanted visual artifacts are introduced into a digital publication.

Growing community of inventors

New Delhi, India

Sanyam Jain