The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Sep. 27, 2022

Filed:

Sep. 10, 2020
Applicant:

Fudan University, Shanghai, CN;

Inventors:

Yanwei Fu, Shanghai, CN;

Xiangyang Xue, Shanghai, CN;

Yinda Zhang, Shanghai, CN;

Chao Wen, Shanghai, CN;

Haitao Lin, Shanghai, CN;

Jiashun Wang, Shanghai, CN;

Tianyun Zou, Shanghai, CN;

Assignee:

FUDAN UNIVERSITY, Shanghai, CN;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06T 17/20 (2006.01); G06T 19/20 (2011.01); G06N 3/08 (2006.01); G06N 3/04 (2006.01);
U.S. Cl.
CPC ...
G06T 17/205 (2013.01); G06N 3/0481 (2013.01); G06N 3/08 (2013.01); G06T 19/20 (2013.01); G06T 2219/2004 (2013.01);
Abstract

A network for neural pose transfer includes a pose feature extractor, and a style transfer decoder, wherein the pose feature extractor comprises a plurality of sequential extracting stacks, each extracting stack consists of a first convolution layer and an Instance Norm layer sequential to the first convolution layer. The style transfer decoder comprises a plurality of sequential decoding stacks, a second convolution layer sequential to the plurality of decoding stacks and a tan h layer sequential to the second convolution layer. Each decoding stack consists of a third convolution layer and a SPAdaIn residual block. A source pose mesh is input to the pose feature extractor, and an identity mesh is concatenated with the output of the pose feature extractor and meanwhile fed to each SPAdaIn residual block of the style transfer decoder. A system thereof is also provided.


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