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. 25, 2016

Filed:

Jul. 22, 2015
Applicant:

Los Alamos National Security, Llc, Los Alamos, NM (US);

Inventors:

Dylan M. Paiton, Rio Rancho, NM (US);

Garrett T. Kenyon, Santa Fe, NM (US);

Steven P. Brumby, Santa Fe, NM (US);

Peter F. Schultz, Los Alamos, NM (US);

John S. George, White Rock, NM (US);

Assignee:

Los Alamos National Security, LLC, Los Alamos, NM (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/00 (2006.01); G06K 9/62 (2006.01); G06K 9/46 (2006.01); G06T 7/00 (2006.01); G06T 7/20 (2006.01); G06T 7/40 (2006.01);
U.S. Cl.
CPC ...
G06K 9/4604 (2013.01); G06K 9/4619 (2013.01); G06K 9/4652 (2013.01); G06K 9/629 (2013.01); G06T 7/0051 (2013.01); G06T 7/0079 (2013.01); G06T 7/20 (2013.01); G06T 7/40 (2013.01); G06T 2207/10024 (2013.01);
Abstract

An approach to detecting objects in an image dataset may combine texture/color detection, shape/contour detection, and/or motion detection using sparse, generative, hierarchical models with lateral and top-down connections. A first independent representation of objects in an image dataset may be produced using a color/texture detection algorithm. A second independent representation of objects in the image dataset may be produced using a shape/contour detection algorithm. A third independent representation of objects in the image dataset may be produced using a motion detection algorithm. The first, second, and third independent representations may then be combined into a single coherent output using a combinatorial algorithm.


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