公开(公告)号：US11902705B2

公开(公告)日：2024-02-13

申请号：US16558620

申请日：2019-09-03

Applicant: Nvidia Corporation

Inventor： Kevin Shih ,  Aysegul Dundar ,  Animesh Garg ,  Robert Pottorff ,  Andrew Tao ,  Bryan Catanzaro

IPC: G06N3/04 ,  H04N7/01 ,  G06N3/08 ,  G06F18/214 ,  G06F18/21 ,  G06N3/044 ,  G06N3/045

CPC classification number: H04N7/0135 ,  G06F18/214 ,  G06F18/217 ,  G06N3/044 ,  G06N3/045 ,  G06N3/08

Abstract: Apparatuses, systems, and techniques to enhance video are disclosed. In at least one embodiment, one or more neural networks are used to create, from a first video, a second video having one or more additional video frames.

公开(公告)号：US20220148256A1

公开(公告)日：2022-05-12

申请号：US17095556

申请日：2020-11-11

Applicant: Nvidia Corporation

Inventor： Shiqiu Liu ,  Robert Pottorff ,  Andrew Tao ,  Bryan Catanzaro

IPC: G06T15/50 ,  G06N3/08 ,  G06T3/40 ,  G06T5/00

Abstract: Apparatuses, systems, and techniques are presented to reconstruct one or more images. In at least one embodiment, one or more neural networks are used to determine one or more blending weights for one or more images based, at least in part, upon one or more pixel value masks for the one or more images.

公开(公告)号：US20220114702A1

公开(公告)日：2022-04-14

申请号：US17406902

申请日：2021-08-19

Applicant: Nvidia Corporation

Inventor： Shiqiu Liu ,  Robert Pottorff ,  Guilin Liu ,  Karan Sapra ,  Jon Barker ,  David Tarjan ,  Pekka Janis ,  Edvard Fagerholm ,  Lei Yang ,  Kevin Jonathan Shih ,  Marco Salvi ,  Timo Roman ,  Andrew Tao ,  Bryan Catanzaro

IPC: G06T3/40 ,  G06T5/00 ,  G06T5/50 ,  G06T5/20

Abstract: Apparatuses, systems, and techniques are presented to generate images. In at least one embodiment, one or more neural networks are used to generate one or more images using one or more pixel weights.

公开(公告)号：US20220114701A1

公开(公告)日：2022-04-14

申请号：US17172330

申请日：2021-02-10

Applicant: Nvidia Corporation

Inventor： Shiqiu Liu ,  Robert Pottorff ,  Guilin Liu ,  Karan Sapra ,  Jon Barker ,  David Tarjan ,  Pekka Janis ,  Edvard Fagerholm ,  Lei Yang ,  Kevin Shih ,  Marco Salvi ,  Timo Roman ,  Andrew Tao ,  Bryan Catanzaro

IPC: G06T3/40 ,  G06T5/20 ,  G06T5/50 ,  G06T5/00

Abstract: Apparatuses, systems, and techniques are presented to generate images. In at least one embodiment, one or more neural networks are used to generate one or more images using one or more pixel weights determined based, at least in part, on one or more sub-pixel offset values.

公开(公告)号：US20220092737A1

公开(公告)日：2022-03-24

申请号：US17543098

申请日：2021-12-06

Applicant: Nvidia Corporation

Inventor： Shiqiu Liu ,  Matthieu Le ,  Andrew Tao

IPC: G06T3/40 ,  A63F13/50 ,  G06F7/57 ,  G06N3/08 ,  G06T5/00

Abstract: Apparatuses, systems, and techniques to enhance video are disclosed. In at least one embodiment, one or more neural networks are used to create a higher resolution video using upsampled frames from a lower resolution video.

公开(公告)号：US12039694B2

公开(公告)日：2024-07-16

申请号：US17543075

申请日：2021-12-06

Applicant: Nvidia Corporation

Inventor： Shiqiu Liu ,  Matthieu Le ,  Andrew Tao

IPC: G06F7/57 ,  A63F13/50 ,  G06N3/08 ,  G06T3/4046 ,  G06T3/4092 ,  G06T5/70

CPC classification number: G06T3/4046 ,  A63F13/50 ,  G06F7/57 ,  G06N3/08 ,  G06T3/4092 ,  G06T5/70 ,  G06T2207/10016 ,  G06T2207/10024 ,  G06T2207/20081 ,  G06T2207/20084

Abstract: Apparatuses, systems, and techniques to enhance video are disclosed. In at least one embodiment, one or more neural networks are used to create a higher resolution video using upsampled frames from a lower resolution video.

公开(公告)号：US11810268B2

公开(公告)日：2023-11-07

申请号：US17665412

申请日：2022-02-04

Applicant: Nvidia Corporation

Inventor： Robert Pottorff ,  David Tarjan ,  Andrew Tao ,  Bryan Catanzaro

IPC: G06T7/00 ,  G06T3/40 ,  G06T15/50 ,  G06T5/00 ,  G06T5/20

CPC classification number: G06T3/4046 ,  G06T5/002 ,  G06T5/003 ,  G06T5/006 ,  G06T5/20 ,  G06T15/503

Abstract: Apparatuses, systems, and techniques are presented to generate images with one or more visual effects applied. In at least one embodiment, one or more visual effects are applied to one or more images having a resolution that is less than a first resolution and those visual effects approximated for one or more images having a resolution that is greater than or equal to the first resolution.

公开(公告)号：US20230186428A1

公开(公告)日：2023-06-15

申请号：US18106348

申请日：2023-02-06

Applicant: NVIDIA Corporation

Inventor： Guilin Liu ,  Andrew Tao ,  Bryan Christopher Catanzaro ,  Ting-Chun Wang ,  Zhiding Yu ,  Shiqiu Liu ,  Fitsum Reda ,  Karan Sapra ,  Brandon Rowlett

IPC: G06T3/40 ,  G06T7/40 ,  G06N3/08 ,  G06V10/776 ,  G06V10/82 ,  G06V10/44 ,  G06V10/54

CPC classification number: G06T3/4038 ,  G06T3/4046 ,  G06T7/40 ,  G06N3/08 ,  G06V10/776 ,  G06V10/82 ,  G06V10/454 ,  G06V10/54 ,  G06T2207/20081 ,  G06T2207/20084

Abstract: Apparatuses, systems, and techniques for texture synthesis from small input textures in images using convolutional neural networks. In at least one embodiment, one or more convolutional layers are used in conjunction with one or more transposed convolution operations to generate a large textured output image from a small input textured image while preserving global features and texture, according to various novel techniques described herein.

公开(公告)号：US20220130013A1

公开(公告)日：2022-04-28

申请号：US17080503

申请日：2020-10-26

Applicant: Nvidia Corporation

Inventor： Robert Pottorff ,  Shiqiu Liu ,  Andrew Tao ,  Bryan Catanzaro

IPC: G06T3/40 ,  G06T11/60 ,  G06T5/00 ,  G06T5/50

Abstract: Apparatuses, systems, and techniques are presented to train one or more neural networks. In at least one embodiment, one or more neural networks are trained based, at least in part, on two or more versions of an image, wherein each of the two or more versions of the image are to be synthetically generated independently.

公开(公告)号：US20220038653A1

公开(公告)日：2022-02-03

申请号：US16944066

申请日：2020-07-30

Applicant: NVIDIA Corporation

Inventor： Fitsum Reda ,  Karan Sapra ,  Robert Thomas Pottorff ,  Shiqiu Liu ,  Andrew Tao ,  Bryan Christopher Catanzaro

IPC: H04N7/01

Abstract: Apparatuses, systems, and techniques to generate interpolated video frames. In at least one embodiment, an interpolated video frame is generated based, at least in part, on one of a plurality of possible motions of one or more objects from a first video frame to a second video frame.