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:
Mar. 07, 2023

Filed:

Aug. 24, 2021
Applicant:

Maxar International Sweden Ab, Linköping, SE;

Inventors:

Tim Yngesjö, Linköping, SE;

Carl Sundelius, Linköping, SE;

Anton Nordmark, Linköping, SE;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 17/05 (2011.01); G06T 7/55 (2017.01);
U.S. Cl.
CPC ...
G06T 17/05 (2013.01); G06T 7/55 (2017.01); G06T 2200/08 (2013.01); G06T 2207/10028 (2013.01); G06T 2207/10032 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01);
Abstract

The present disclosure relates to a method for 3D reconstruction from satellite imagery using deep learning, said method comprising providing () at least two overlapping 2D satellite images, providing () imaging device parameters for the at least two overlapping 2D satellite images, providing () at least one trained Machine Learning Network, MLN, able to predict depth maps, said trained MLN being trained on a training set comprising multi-view geocoded 3D ground truth data and predicting () a depth map of the at provided at least two 2D satellite images using the trained at least one MLN and based on the corresponding imaging device parameters.


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