公开(公告)号：US20220198258A1

公开(公告)日：2022-06-23

申请号：US17129204

申请日：2020-12-21

Applicant: Disney Enterprises, Inc.

Inventor： Erika Varis Doggett ,  David T. Nguyen ,  Binghao Tang ,  Hailing Zhou ,  Anna M. Wolak ,  Erick Keyu Qi

IPC: G06N3/08 ,  G06N3/04 ,  G06F3/01

Abstract: According to one implementation, a system includes a computing platform having a hardware processor and a system memory storing a software code including a trained neural network (NN). The hardware processor executes the software code to receive an input image including a pixel anomaly, identify, using the trained NN, one or more salient regions of the input image, and determine whether the pixel anomaly is located inside any of the one or more salient regions. The hardware processor further executes the software code to assign a first priority to the pixel anomaly when it is determined that the pixel anomaly is located inside any of the one or more salient regions, and to assign a second priority, lower than the first priority, to the pixel anomaly when it is determined that the pixel anomaly is not located inside any of the one or more salient regions.

公开(公告)号：US11302047B2

公开(公告)日：2022-04-12

申请号：US16831666

申请日：2020-03-26

Applicant: DISNEY ENTERPRISES, INC.

Inventor： Erika Varis Doggett ,  Mark Arana ,  Michael Goslin

IPC: G06T11/60

Abstract: In various embodiments, a storyboarding application generates a storyboard for a media title. In operation, the storyboarding application determines a categorization for a first portion of the media item. The storyboarding application then determines a first media item based on at least one of the categorization or a caption associated with the first portion of the media title. Subsequently, the storyboarding application modifies the first media item based on at least one of the categorization or a character associated with the caption to generate a second media item. The storyboarding application then generates a sequence of media items for the storyboard that includes the second media item. Advantageously, because the storyboarding application can automatically generate media items for storyboards based on categorizations and/or captions, the storyboarding application can reduce both the manual effort and time required to generate storyboards relative to prior art techniques.

公开(公告)号：US11210774B2

公开(公告)日：2021-12-28

申请号：US16836453

申请日：2020-03-31

Applicant: Disney Enterprises, Inc. ,  ETH Zurich

Inventor： Christopher Richard Schroers ,  Abdelaziz Djelouah ,  Sutao Wang ,  Erika Varis Doggett

IPC: G06T7/00 ,  G06T5/50 ,  G06N3/04 ,  G06T9/00 ,  G06N3/08 ,  G06T5/00

Abstract: According to one implementation, a pixel error detection system includes a hardware processor and a system memory storing a software code. The hardware processor is configured to execute the software code to receive an input image, to mask, using an inpainting neural network (NN), one or more patch(es) of the input image, and to inpaint, using the inpainting NN, the masked patch(es) based an input image pixels neighboring each of the masked patch(es). The hardware processor is configured to further execute the software code to generate, using the inpainting NN, a residual image based on differences between the inpainted masked patch(es) and the patch(es) in the input image and to identify one or more anomalous pixel(s) in the input image using the residual image.

公开(公告)号：US11012718B2

公开(公告)日：2021-05-18

申请号：US16557920

申请日：2019-08-30

Applicant: Disney Enterprises, Inc.

Inventor： Christopher Schroers ,  Joaquim Campos ,  Abdelaziz Djelouah ,  Yuanyi Xue ,  Erika Varis Doggett ,  Jared McPhillen ,  Scott Labrozzi

IPC: H04N19/91 ,  G06K9/00 ,  H04N19/12 ,  H04N19/124 ,  G06N3/08

Abstract: Systems and methods are disclosed for generating a latent space residual. A computer-implemented method may use a computer system that includes non-transient electronic storage, a graphical user interface, and one or more physical computer processors. The computer-implemented method may include: obtaining a target frame, obtaining a reconstructed frame, encoding the target frame into a latent space to generate a latent space target frame, encoding the reconstructed frame into the latent space to generate a latent space reconstructed frame, and generating a latent space residual based on the latent space target frame and the latent space reconstructed frame.

公开(公告)号：US20210067808A1

公开(公告)日：2021-03-04

申请号：US16557920

申请日：2019-08-30

Applicant: Disney Enterprises, Inc.

Inventor： Christopher Schroers ,  Joaquim Campos ,  Abdelaziz Djelouah ,  Yuanyi Xue ,  Erika Varis Doggett ,  Jared McPhillen ,  Scott Labrozzi

IPC: H04N19/91 ,  G06K9/00 ,  H04N19/124 ,  G06N3/08 ,  H04N19/12

Abstract: Systems and methods are disclosed for generating a latent space residual. A computer-implemented method may use a computer system that includes non-transient electronic storage, a graphical user interface, and one or more physical computer processors. The computer-implemented method may include: obtaining a target frame, obtaining a reconstructed frame, encoding the target frame into a latent space to generate a latent space target frame, encoding the reconstructed frame into the latent space to generate a latent space reconstructed frame, and generating a latent space residual based on the latent space target frame and the latent space reconstructed frame.

公开(公告)号：US10380261B2

公开(公告)日：2019-08-13

申请号：US15852552

申请日：2017-12-22

Applicant: Disney Enterprises, Inc.

Inventor： Erika Varis Doggett

IPC: G06F17/27 ,  G10L15/18 ,  G10L15/22 ,  G06F16/35 ,  G06F16/332 ,  G06F16/33

Abstract: Systems and methods for a computer-based, interactive communications system capable of generating a response to a human language input are provided. The computer-based, interactive communications systems includes a plurality of response models that may be selected to process one or more keywords extracted from the human language input. The plurality of response models may include at least one conversational response model and at least one informational response model, so that the computer-based, interactive communications system is able to respond to the human language input in a manner commensurate with the type of human language input it receives.