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:
Oct. 13, 2020

Filed:

Aug. 06, 2019
Applicant:

Digitalglobe, Inc., Westminster, CO (US);

Inventors:

Adam Estrada, Bethesda, MD (US);

Kevin Green, Aldie, VA (US);

Andrew Jenkins, Waterford, VA (US);

Assignee:

DIGITALGLOBE, INC., Westminster, CO (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/00 (2006.01); G06K 9/62 (2006.01); G06K 9/46 (2006.01); G06T 7/73 (2017.01); G06N 3/08 (2006.01); G06T 15/50 (2011.01); G06T 17/05 (2011.01); G06N 3/04 (2006.01); G06T 7/10 (2017.01); G06N 5/00 (2006.01); G06N 7/00 (2006.01); G06N 20/20 (2019.01);
U.S. Cl.
CPC ...
G06K 9/0063 (2013.01); G06K 9/00637 (2013.01); G06K 9/4642 (2013.01); G06K 9/6256 (2013.01); G06K 9/6259 (2013.01); G06K 9/6262 (2013.01); G06K 9/6267 (2013.01); G06N 3/04 (2013.01); G06N 3/0454 (2013.01); G06N 3/08 (2013.01); G06T 7/73 (2017.01); G06T 15/50 (2013.01); G06T 17/05 (2013.01); G06N 5/003 (2013.01); G06N 7/005 (2013.01); G06N 20/20 (2019.01); G06T 7/10 (2017.01); G06T 2207/10032 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/30181 (2013.01);
Abstract

A system for simplified generation of systems for analysis of satellite images to geolocate one or more objects of interest. A plurality of training images labeled for a study object or objects with irrelevant features loaded into a preexisting feature identification subsystem causes automated generation of models for the study object. This model is used to parameterize pre-engineered machine learning elements that are running a preprogrammed machine learning protocol. Training images with the study are used to train object recognition filters. This filter is used to identify the study object in unanalyzed images. The system reports results in a requestor's preferred format.


Find Patent Forward Citations

Loading…