公开(公告)号：US20220038654A1

公开(公告)日：2022-02-03

申请号：US16944071

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 a first set of pixel data sampled from a first video frame, and a second set of pixel data sampled from a second video frame based, at least in part, on a set of forward pointing motion vectors from the first video frame to the second video frame.

公开(公告)号：US20210279841A1

公开(公告)日：2021-09-09

申请号：US16813589

申请日：2020-03-09

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 ,  G06K9/46 ,  G06N3/08

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：US20210067735A1

公开(公告)日：2021-03-04

申请号：US16559312

申请日：2019-09-03

Applicant: Nvidia Corporation

Inventor： Fitsum Reda ,  Deqing Sun ,  Aysegul Dundar ,  Mohammad Shoeybi ,  Guilin Liu ,  Kevin Shih ,  Andrew Tao ,  Jan Kautz ,  Bryan Catanzaro

IPC: H04N7/01 ,  G06N3/04 ,  G06N3/08

Abstract: Apparatuses, systems, and techniques to enhance video. In at least one embodiment, one or more neural networks are used to create, from a first video, a second video having a higher frame rate, higher resolution, or reduced number of missing or corrupt video frames.

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：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.