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. 22, 2020

Filed:

Nov. 12, 2019
Applicant:

Fudan University, Shanghai, CN;

Inventors:

Yugang Jiang, Shanghai, CN;

Yanwei Fu, Shanghai, CN;

Nanyang Wang, Shanghai, CN;

Yinda Zhang, Shanghai, CN;

Zhuwen Li, Shanghai, CN;

Assignee:

FUDAN UNIVERSITY, Shanghai, CN;

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06T 17/20 (2006.01); G06T 17/10 (2006.01); G06T 19/20 (2011.01); G06N 3/08 (2006.01);
U.S. Cl.
CPC ...
G06T 17/20 (2013.01); G06N 3/08 (2013.01); G06T 17/10 (2013.01); G06T 19/20 (2013.01);
Abstract

This invention is related to a network for generating 3D shape, including an image feature network, an initial ellipsoid mesh, and a cascaded mesh deformation network. The image feature network is a Visual Geometry Group Net (VGGN) containing five successive convolutional layer groups, and four pooling layers sandwiched by the five convolutional layer groups; and the cascaded mesh deformation network is a graph-based convolution network (GCN) containing three successive deformation blocks, and two graph unpooling layers sandwiched by the three successive deformation blocks. This invention is also related to a system and a method thereof.


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