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公开(公告)号：US12014143B2
公开(公告)日：2024-06-18
申请号：US16285115
申请日：2019-02-25
Inventor： Pelin Dogan , Leonid Sigal , Markus Gross
IPC: G06F40/30 , G06F40/253 , G06N3/08
CPC classification number: G06F40/30 , G06N3/08 , G06F40/253
Abstract: In various embodiments, a phrase grounding model automatically performs phrase grounding for a source sentence and a source image. The phrase grounding model determines that a first phrase included in the source sentence matches a first region of the source image based on the first phrase and at least a second phrase included in the source sentence. The phrase grounding model then generates a matched pair that specifies the first phrase and the first region. Subsequently, one or more annotation operations are performed on the source image based on the matched pair. Advantageously, the accuracy of the phrase grounding model is increased relative to prior art solutions where the interrelationships between phrases are typically disregarded.
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公开(公告)号：US11568212B2
公开(公告)日：2023-01-31
申请号：US16533301
申请日：2019-08-06
Applicant: DISNEY ENTERPRISES, INC.
Inventor： Ahmet Cengiz Öztireli , Markus Gross , Marco Ancona
Abstract: In various embodiments, a relevance application quantifies how a trained neural network operates. In operation, the relevance application generates a set of input distributions based on a set of input points associated with the trained neural network. Each input distribution is characterized by a mean and a variance associated with a different neuron included in the trained neural network. The relevance application propagates the set of input distributions through a probabilistic neural network to generate at least a first output distribution. The probabilistic neural network is derived from at least a portion of the trained neural network. Based on the first output distribution, the relevance application computes a contribution of a first input point included in the set of input points to a difference between a first output point associated with a first output of the trained neural network and an estimated mean prediction associated with the first output.
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公开(公告)号：US11140440B2
公开(公告)日：2021-10-05
申请号：US16402146
申请日：2019-05-02
Inventor： Aljoscha Smolic , Alexandre Chapiro , Simone Croci , Tunc Ozan Aydin , Nikolce Stefanoski , Markus Gross
IPC: H04N21/4402 , G11B27/031 , H04N19/00 , G11B27/34 , H04N21/845 , H04N19/186
Abstract: Novel systems and methods are described for creating, compressing, and distributing video or image content graded for a plurality of displays with different dynamic ranges. In implementations, the created content is “continuous dynamic range” (CDR) content—a novel representation of pixel-luminance as a function of display dynamic range. The creation of the CDR content includes grading a source content for a minimum dynamic range and a maximum dynamic range, and defining a luminance of each pixel of an image or video frame of the source content as a continuous function between the minimum and the maximum dynamic ranges. In additional implementations, a novel graphical user interface for creating and editing the CDR content is described.
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公开(公告)号：US10970849B2
公开(公告)日：2021-04-06
申请号：US16386173
申请日：2019-04-16
Applicant: Disney Enterprises, Inc. , ETH Zürich
Inventor： Ahmet Cengiz Öztireli , Prashanth Chandran , Markus Gross
Abstract: According to one implementation, a pose estimation and body tracking system includes a computing platform having a hardware processor and a system memory storing a software code including a tracking module trained to track motions. The software code receives a series of images of motion by a subject, and for each image, uses the tracking module to determine locations corresponding respectively to two-dimensional (2D) skeletal landmarks of the subject based on constraints imposed by features of a hierarchical skeleton model intersecting at each 2D skeletal landmark. The software code further uses the tracking module to infer joint angles of the subject based on the locations and determine a three-dimensional (3D) pose of the subject based on the locations and the joint angles, resulting in a series of 3D poses. The software code outputs a tracking image corresponding to the motion by the subject based on the series of 3D poses.
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公开(公告)号：US20200077065A1
公开(公告)日：2020-03-05
申请号：US16119792
申请日：2018-08-31
Applicant: Disney Enterprises, Inc. , ETH Zurich
Inventor： Christopher Schroers , Simone Meyer , Victor Cornillere , Markus Gross , Abdelaziz Djelouah
Abstract: A video processing system includes a computing platform having a hardware processor and a memory storing a software code including a convolutional neural network (CNN). The hardware processor executes the software code to receive video data including a key video frame in color and a video sequence in gray scale, determine a first estimated colorization for each frame of the video sequence except the key video frame based on a colorization of a previous frame, and determine a second estimated colorization for each frame of the video sequence except the key video frame based on the key video frame in color. For each frame of the video sequence except the key video frame, the software code further blends the first estimated colorization with the second estimated colorization using a color fusion stage of the CNN to produce a colorized video sequence corresponding to the video sequence in gray scale.
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Patent Agency Ranking
公开(公告)号：US10297065B2
公开(公告)日：2019-05-21
申请号：US15347296
申请日：2016-11-09
Applicant: Disney Enterprises, Inc.
Inventor： Yeara Kozlov , Bernhard Thomaszewski , Thabo Beeler , Derek Bradley , Moritz Bächer , Markus Gross
IPC: G06T13/40
Abstract: Methods, systems, and computer-readable memory are provided for determining time-varying anatomical and physiological tissue characteristics of an animation rig. For example, shape and material properties are defined for a plurality of sample configurations of the animation rig. The shape and material properties are associated with the plurality of sample configurations. An animation of the animation rig is obtained, and one or more configurations of the animation rig are determined for one or more frames of the animation. The determined one or more configurations include shape and material properties, and are determined using one or more sample configurations of the animation rig. A simulation of the animation rig is performed using the determined one or more configurations. Performing the simulation includes computing physical effects for addition to the animation of the animation rig.
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公开(公告)号：US20190098370A1
公开(公告)日：2019-03-28
申请号：US15715898
申请日：2017-09-26
Applicant: DISNEY ENTERPRISES, INC.
Inventor： Rebekkah Laeuchli , Sasha Schriber , Stephan Veen , Markus Gross , Isabel Simo , Max Grosse
Abstract: The invention relates to systems and methods for manipulating non-linearly connected transmedia content, in particular for creating, processing and/or managing non-linearly connected transmedia content and for tracking content creation and attributing transmedia content to one or more creators. Specifically, the invention involves creating a transmedia content data item by a first user and storing the transmedia content data item in a data store, along with a record indicating an association between the first user and the transmedia content data item; creating an ordered group of transmedia content data items by a second user, the ordered group comprising a pointer to the transmedia content data item of the first user; and storing the ordered group and a record associating both the first user and the second user with the ordered group in the data store.
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公开(公告)号：US20190096094A1
公开(公告)日：2019-03-28
申请号：US15715935
申请日：2017-09-26
Applicant: DISNEY ENTERPRISES, INC.
Inventor： Alex Sorkine-Hornung , Simone Meier , Jean-Charles Bazin , Sasha Schriber , Markus Gross , Oliver Wang
IPC: G06T7/00 , H04N19/583 , G06T7/207
Abstract: The present disclosure relates to an apparatus, system and method for processing transmedia content data. More specifically, the disclosure provides for identifying and inserting one item of media content within another item of media content, e.g. inserting a video within a video, such that the first item of media content appears as part of the second item. The invention involves analysing a first visual media item to identify one or more spatial locations to insert the second visual media item within the image data of the first visual media item, detecting characteristics of the one or more identified spatial locations, transforming the second visual media item according to the detected characteristics and combining the first visual media item and second visual media item by inserting the transformed second visual media item into the first visual media item at the one or more identified spatial locations.
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公开(公告)号：US10133171B2
公开(公告)日：2018-11-20
申请号：US15082171
申请日：2016-03-28
Applicant: Disney Enterprises, Inc.
Inventor： Anselm Grundhofer , Amit Bermano , Bernd Bickel , Philipp Bruschweiler , Markus Gross , Daisuke Iwai
IPC: G03B21/32 , G03B21/14 , H04N5/74 , G03B21/00 , G06T13/80 , G06T19/00 , H04N9/31 , G03B21/56 , G06T13/20 , G03B21/10 , G03B37/04
Abstract: A system for augmenting the appearance of an object including a plurality of projectors. Each projector includes a light source and a lens in optical communication with the light source, where the lens focuses light emitted by the light source on the object. The system also includes a computer in communication with the plurality of projectors, the computer including a memory component and a processing element in communication with the memory component and the plurality of projectors. The processing element determines a plurality of images to create an augmented appearance of the object and provides the plurality of images to the plurality of projectors to project light corresponding to the plurality of images onto the object to create the augmented appearance of the object. After the images are projected onto the object, the augmented appearance of the objected is substantially the same regardless of a viewing angle for the object.
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公开(公告)号：US20180218520A1
公开(公告)日：2018-08-02
申请号：US15419679
申请日：2017-01-30
Applicant: Disney Enterprises, Inc.
Inventor： Katherine Watson , Markus Gross , Sasha Anna Schriber
Abstract: According to one implementation, a system for visualizing media content includes a computing platform including a hardware processor and a system memory, storing a content visualization software code. The hardware processor is configured to execute the content visualization software code to receive a media file, parse the media file to identify a primary content and metadata describing the primary content, and analyze the metadata to determine representative features of the primary content. The hardware processor further executes the content visualization software code to generate a circular visual representation of the primary content based on the metadata and the representative features, the circular visual representation having a non-linear correspondence to at least one of the representative features. The circular visual representation includes a central circle having a central radius, and multiple, at least semicircular segments, each having a respective radius greater than the central radius.
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