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.
Patent No.:
Date of Patent:
Oct. 24, 2023
Filed:
Aug. 11, 2021
Applicant:
Here Global B.v., Eindhoven, NL;
Inventors:
Deekshant Saxena, Mumbai, IN;
Senjuti Sen, Manpada, IN;
Assignee:
HERE Global B.V., Eindhoven, NL;
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06T 15/04 (2011.01); G06T 17/05 (2011.01); G06T 5/00 (2006.01); G06T 7/55 (2017.01); G06T 17/00 (2006.01); G06T 15/20 (2011.01);
U.S. Cl.
CPC ...
G06T 15/205 (2013.01); G06T 5/002 (2013.01); G06T 7/55 (2017.01); G06T 15/04 (2013.01); G06T 17/00 (2013.01); G06T 17/05 (2013.01); G06T 2207/10016 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01); G06T 2210/04 (2013.01);
Abstract
Embodiments provide systems and methods for three-dimensional building generation from machine learning and topological models. The method uses topology models that are converted into vertices and edges. A BGAN (Building generative adversarial network) is used to create fake vertices/edges. The BGAN is then used to generate random samples from seen sample of different structures of building based on relationship of vertices and edges. The embeddings are then fed into a machine trained network to create a digital structure from the image.