Adobe, Inc.

Microsoft Technology Licensing, LLC

Bernard Kerr

Morgan Kolya Venable

Jose Ignacio Echevarria Vallespi

David Nister

Vaibhav Thukral

Baldo Antonio Faieta

Weerapan Wilairat

Zhe Lin

Patrick Reynolds

Chris Aholt

Hema Susmita Padala

Adrian Cristian Brojbeanu

Dmitry Baranovskiy

Stephen J DiVerdi

Blaise Hilary Aguera-Arcas

Kent Andrew Edmonds

Scott Vernon Fynn

Samarth Gulati

Corey Robert Lucier

Brett Michael Butterfield

Edward Lee Elliott

John Steven Strauch

Dmytro Baranovskiy

George Eric Engstrom

Stephen Di Verdi

Manisha Gupta

Embodiments are disclosed for generating a data-bound axis for a data visualization. In some embodiments, a method of generating a data-bound axis for a data visualization includes receiving a data set and generating a chart including a plurality of graphic objects based on the data set and a visual property of the plurality of graphic objects. A scale associated with the chart is determined based on the data set and the plurality of graphic objects. At least one axis graphic object is generated based on the scale. The at least one axis graphic object is added to the plurality of graphic objects of the chart.

Automatically generating axes for data visualizations including data bound objects

Embodiments of the present disclosure relate to computer storage, methods, and systems for the optimization of accessible color themes. Systems and methods are disclosed that leverage the use of confusion lines to identify and highlight relationships between colors that may be inaccessible (e.g., indistinguishable) for a person with a vision impairment, such as a color vision deficiency. In some embodiments, a graphical user interface is provided that, based on a selection of colors in a color wheel, visually indicates curves of confusion for each color in the selection of colors. Each curve of confusion visually indicates a confusion of colors for a type of vision impairment, such as a CVD.

Authoring and optimization of accessible color themes

Techniques are described for modification of color contrast ratio based on target contrast that overcome the challenges experienced in conventional systems for color contrast selection. In an implementation, a user leverages a content editing system to select a color set for contrast analysis. Utilizing the selected color set, the content editing system determines whether the color set exhibits a target contrast ratio. Further, the content editing system performs modification of the color set to generate candidate color sets that improve (e.g., increase) a contrast ratio of the original color set. The content editing system, for instance, manipulates color values (e.g., luminance values) of the original color set to increase a contrast ratio of the colors and generate different candidate color sets that are applicable to digital content.

Modification of color contrast ratio based on target contrast

In some embodiments, a computing system generates a color gradient for data visualizations by displaying a color selection design interface. The computing system receives a user input identifying a start point of a color map path and an end point of a color map path. The computing system computes a color map path between the start point and the end point constrained to traverse colors having uniform transitions between one or more of lightness, chroma, and hue. The computing system selects a color gradient having a first color corresponding to the start point of the color map path and a second color corresponding to the end point of the color map path, and additional colors corresponding to additional points along the color map path. The computing system generates a color map for visually representing a range of data values.

Guided generation of color gradients via adjustable color map paths through color space elements of graphical interfaces

Systems and methods for searching digital content, such as digital images, are disclosed. A method includes receiving a first search constraint and generating search results based on the first search constraint. A search constraint includes search values or criteria. The search results include a ranked set of digital images. A second search constraint and a weight value associated with the second search constraint are received. The search results are updated based on the second search constraint and the weight value. The updated search results are provided to a user. Updating the search results includes determining a ranking (or a re-ranking) for each item of content included in the search results based on the first search constraint, the second search constraint, and the weight value. Re-ranking the search results may further be based on a weight value associated with the first search constraint, such as a default or maximum weight value.

Image searching by employing layered search constraints

Computer-readable media, methods, and systems are provided for creating an axis control for adjusting graphic objects with one or more visual properties bound to data. One or more graphic objects are displayed on a graphic user interface, and a visual property of the graphic object relating to size or position is selected to be associated with a data value. An association is created between the visual property and the data, and a new coordinate system for the object is created based on the data value associated with the property. An axis control is then generated as a representation of the new coordinate system. Adjustments to the size or position of the axis control automatically result in a proportional change in the property values of any displayed graphic object subject to the association.

Creating an axis for data-bound objects

In some embodiments, a computing system generates a color gradient for data visualizations by displaying a color selection design interface. The computing system receives a user input identifying a start point of a color map path and an end point of a color map path. The computing system draws a color map path within the color space element between the start point and the end point constrained to traverse colors having uniform transitions between one or more of lightness, chroma, and hue. The computing system selects a color gradient having a first color corresponding to the start point of the color map path and a second color corresponding to the end point of the color map path, and additional colors corresponding to additional points along the color map path. The computing system generates a color map for visually representing a range of data values.

In various implementations, specific attributes found in images can be used in a visual-based search. Utilizing machine learning, deep neural networks, and other computer vision techniques, attributes of images, such as color, composition, font, style, and texture can be extracted from a given image. A user can then select a specific attribute from a sample image the user is searching for and the search can be refined to focus on that specific attribute from the sample image. In some embodiments, the search includes specific attributes from more than one image.

Searching using specific attributes found in images

In various implementations, one or more specific attributes found in an image can be modified utilizing one or more specific attributes found in another image. Machine learning, deep neural networks, and other computer vision techniques can be utilized to extract attributes of images, such as color, composition, font, style, and texture from one or more images. A user may modify at least one of these attributes in a first image based on the attribute(s) of another image and initiate a visual-based search using the modified image.

Modifying at least one attribute of an image with at least one attribute extracted from another image

Computer-readable media, methods, and systems are provided for defining and applying a fixed, spaced relationship between graphic objects. A first anchor of a first graphic object and a second anchor of a second graphic object are selected, and a spaced relationship is defined with the distance between the first and second anchors at the time they are selected. In accordance with the fixed spaced relationship, when the second anchor is moved, the first graphic object is automatically moved to maintain the same distance between the first and second anchors. But when the first anchor is moved and that movement is not triggered by movement of the second anchor, the distance between the two anchors changes because the second graphic object is not automatically moved with the first graphic object. The new distance between the two anchors sets the new distance for the fixed spaced relationship.

Fixing spaced relationships between graphic objects

Computer-readable media, methods, and systems are provided for creating a display pattern for a plurality of graphic objects that are bound to at least one data variable. Data comprising a plurality of observations with variable values is received. A first graphic object is presented for display within a display area of a graphic user interface and is bound to the data such that the property value for one of the object's visual property is determined by a variable value a corresponding data observation. A direction of expansion for the display area is received, and as the display area is expanded, a plurality of additional graphic objects also bound to the data are created and presented with the first graphic object to form a display pattern. The display pattern is determined, in part, by the order of the corresponding observations in the data set and the selected direction of expansion.

Creating a display pattern for multiple data-bound graphic objects

Methods and systems are provided for creating a plurality of data-bound graphic objects using an existing graphic object displayed within a graphical user interface. A visual property of an existing graphic object is selected and associated with a selected variable identified from a received data set. The data has a plurality of observations, each with a variable value for the selected variable. Once associated, additional graphic objects are created or adjusted to correspond to the observations in the data such that the additional graphic objects and the initial graphic object represent each observation in the data set. Further, property values of the selected visual property for each graphic object are determined by variable values of corresponding observations. Accordingly, the graphic objects have different appearances reflecting different variable values for all the observations in the data set.

Generating multiple data-bound graphic objects

Examples relating to calibrating an estimated gaze location are disclosed. One example method comprises monitoring the estimated gaze location of a viewer using gaze tracking data from a gaze tracking system. Image data for display via a display device is received, the image data comprising at least one target visual and target visual metadata that identifies the at least one target visual. The target visual metadata is used to identify a target location of the at least one target visual. The estimated gaze location of the viewer is monitored and a probability that the viewer is gazing at the target location is estimated. The gaze tracking system is calibrated using the probability, the estimated gaze location and the target location to generate an updated estimated gaze location of the viewer.

Gaze detection calibration

Embodiments are disclosed herein that relate to selecting user interface elements via a periodically updated position signal. For example, one disclosed embodiment provides a method comprising displaying on a graphical user interface a representation of a user interface element and a representation of an interactive target. The method further comprises receiving an input of coordinates of the periodically updated position signal, and determining a selection of the user interface element if a motion interaction of the periodically updated position signal with the interactive target meets a predetermined motion condition.

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Sausalito, CA, United States of America

Bernard Kerr