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:
Aug. 06, 2019
Filed:
Nov. 02, 2017
Applicant:
Digitalglobe, Inc., Longmont, CO (US);
Inventors:
Georgios Ouzounis, Longmont, CO (US);
Kostas Stamatiou, Longmont, CO (US);
Nikki Aldeborgh, Longmont, CO (US);
Assignee:
DigitalGlobe, Inc., Longmont, CO (US);
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/62 (2006.01); G06K 9/00 (2006.01); G06T 7/00 (2017.01); G06T 7/90 (2017.01); G06F 16/583 (2019.01); G06T 7/12 (2017.01); G06T 7/11 (2017.01); G06K 9/40 (2006.01);
U.S. Cl.
CPC ...
G06K 9/0063 (2013.01); G06F 16/5854 (2019.01); G06K 9/00637 (2013.01); G06K 9/627 (2013.01); G06K 9/6215 (2013.01); G06K 9/6219 (2013.01); G06K 9/6221 (2013.01); G06K 9/6242 (2013.01); G06K 9/6267 (2013.01); G06K 9/6282 (2013.01); G06T 7/0002 (2013.01); G06T 7/0004 (2013.01); G06T 7/11 (2017.01); G06T 7/12 (2017.01); G06T 7/90 (2017.01); G06K 9/40 (2013.01); G06T 2207/10036 (2013.01); G06T 2207/30181 (2013.01); G06T 2207/30184 (2013.01); G06T 2207/30188 (2013.01);
Abstract
A system and various methods for processing an image to produce a hierarchical image representation model, segment the image model using shape criteria to produce positive and negative training data sets as well as a search-space data set comprising shapes matched to a search query provided as input, and using the training data sets to train a machine learning model to improve recognition of shapes that are similar to an input query without being exact matches, to improve object recognition.