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：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.