公开(公告)号：US20180288431A1

公开(公告)日：2018-10-04

申请号：US15939098

申请日：2018-03-28

Applicant: NVIDIA Corporation

Inventor： Ming-Yu Liu ,  Xiaodong Yang ,  Jan Kautz ,  Sergey Tulyakov

IPC: H04N19/513 ,  G06K9/00 ,  G06N3/08 ,  G06T13/40

CPC classification number: H04N19/521 ,  G06K9/00201 ,  G06K9/00281 ,  G06N3/0445 ,  G06N3/0454 ,  G06N3/0472 ,  G06N3/08 ,  G06T13/40 ,  G06T2207/20081 ,  G06T2207/30196

Abstract: A method, computer readable medium, and system are disclosed for action video generation. The method includes the steps of generating, by a recurrent neural network, a sequence of motion vectors from a first set of random variables and receiving, by a generator neural network, the sequence of motion vectors and a content vector sample. The sequence of motion vectors and the content vector sample are sampled by the generator neural network to produce a video clip.

公开(公告)号：US10595039B2

公开(公告)日：2020-03-17

申请号：US15939098

申请日：2018-03-28

Applicant: NVIDIA Corporation

Inventor： Ming-Yu Liu ,  Xiaodong Yang ,  Jan Kautz ,  Sergey Tulyakov

IPC: H04N19/513 ,  G06K9/00 ,  G06N3/08 ,  G06T13/40 ,  G06N3/04

Abstract: A method, computer readable medium, and system are disclosed for action video generation. The method includes the steps of generating, by a recurrent neural network, a sequence of motion vectors from a first set of random variables and receiving, by a generator neural network, the sequence of motion vectors and a content vector sample. The sequence of motion vectors and the content vector sample are sampled by the generator neural network to produce a video clip.