公开(公告)号：US11057634B2

公开(公告)日：2021-07-06

申请号：US16413414

申请日：2019-05-15

申请人： Disney Enterprises, Inc.

发明人： Christopher Schroers ,  Simon Meierhans ,  Joaquim Campos ,  Jared McPhillen ,  Abdelaziz Djelouah ,  Erika Varis Doggett ,  Scott Labrozzi ,  Yuanyi Xue

IPC分类号： H04N19/42 ,  G06N3/02 ,  H04N19/186 ,  H04N19/513 ,  G06N7/00

摘要： A data processing system includes a computing platform having a hardware processor and a memory storing a data compression software code. The hardware processor executes the data compression software code to receive a series of compression input data and encode a first compression input data of the series to a latent space representation of the first compression input data. The data compression software code further decodes the latent space representation to produce an input space representation of the first compression input data corresponding to the latent space representation, and generates f refined latent values for re-encoding the first compression input data based on a comparison of the first compression input data with its input space representation. The data compression software code then re-encodes the first compression input data using the refined latent values to produce a first compressed data corresponding to the first compression input data.

公开(公告)号：US10972749B2

公开(公告)日：2021-04-06

申请号：US16556083

申请日：2019-08-29

申请人： Disney Enterprises, Inc.

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

IPC分类号： G11B27/036 ,  G06T3/00 ,  G06T7/246 ,  H04N19/573 ,  G06K9/62 ,  H04N19/182 ,  H04N19/172 ,  G06T7/254

摘要： Systems and methods are disclosed for reconstructing a frame. 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 one or more reference frames from non-transient electronic storage, generating one or more displacement maps based on the one or more reference frames and a target frame with the physical computer processor, generating one or more warped frames based on the one or more reference frames and the one or more displacement maps with the physical computer processor, obtaining a conditioned reconstruction model from the non-transient electronic storage, and generating one or more blending coefficients and one or more reconstructed displacement maps by applying the one or more displacement maps, the one or more warped frames, and a target frame to the conditioned reconstruction model with the physical computer processor.

公开(公告)号：US20210067801A1

公开(公告)日：2021-03-04

申请号：US16556083

申请日：2019-08-29

申请人： Disney Enterprises, Inc.

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

IPC分类号： H04N19/573 ,  G06K9/62 ,  G06T7/254 ,  H04N19/172 ,  H04N19/182

摘要： Systems and methods are disclosed for reconstructing a frame. 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 one or more reference frames from non-transient electronic storage, generating one or more displacement maps based on the one or more reference frames and a target frame with the physical computer processor, generating one or more warped frames based on the one or more reference frames and the one or more displacement maps with the physical computer processor, obtaining a conditioned reconstruction model from the non-transient electronic storage, and generating one or more blending coefficients and one or more reconstructed displacement maps by applying the one or more displacement maps, the one or more warped frames, and a target frame to the conditioned reconstruction model with the physical computer processor.

公开(公告)号：US11012718B2

公开(公告)日：2021-05-18

申请号：US16557920

申请日：2019-08-30

申请人： Disney Enterprises, Inc.

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

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

摘要： 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

申请人： Disney Enterprises, Inc.

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

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

摘要： 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.