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:
May. 21, 2019

Filed:

Oct. 16, 2018
Applicant:

Inception Institute of Artificial Intelligence, Ltd., Abu Dhabi, AE;

Inventors:

Fan Zhu, Abu Dhabi, AE;

Li Liu, Abu Dhabi, AE;

Jin Xie, Abu Dhabi, AE;

Fumin Shen, Chengdu, CN;

Ling Shao, Abu Dhabi, AE;

Yi Fang, Abu Dhabi, AE;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/00 (2006.01); G06T 15/20 (2011.01); G06N 3/04 (2006.01); G06N 3/08 (2006.01); G06K 9/62 (2006.01);
U.S. Cl.
CPC ...
G06T 15/205 (2013.01); G06K 9/00624 (2013.01); G06K 9/6256 (2013.01); G06K 9/6262 (2013.01); G06K 9/6268 (2013.01); G06N 3/0445 (2013.01); G06N 3/0454 (2013.01); G06N 3/08 (2013.01); G06T 2210/04 (2013.01);
Abstract

This disclosure relates to improved techniques for synthesizing three-dimensional (3D) scenes. The techniques can utilize a neural network architecture to analyze images for detecting objects, classifying scenes and objects, and determining degree of freedom information for objects in the images. These tasks can be performed by, at least in part, using inter-object and object-scene dependency information that captures the spatial correlations and dependencies among objects in the images, as well as the correlations and relationships of objects to scenes associated with the images. 3D scenes corresponding to the images can then be synthesized using the inferences provided by the neural network architecture.


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