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:
Apr. 05, 2022

Filed:

Oct. 15, 2019
Applicant:

Assa Abloy Ab, Stockholm, SE;

Inventors:

Robert Kjell Rowe, Corrales, NM (US);

Nathaniel I. Matter, Cedar Crest, NM (US);

Ryan Eric Martin, Tijeras, NM (US);

Horst Arnold Mueller, Rio Rancho, NM (US);

Assignee:

ASSA ABLOY AB, Stockholm, SE;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 21/32 (2013.01); G06K 9/00 (2006.01); G06N 3/04 (2006.01); G06T 7/00 (2017.01); G06N 20/00 (2019.01); G06K 9/62 (2022.01);
U.S. Cl.
CPC ...
G06F 21/32 (2013.01); G06K 9/00899 (2013.01); G06N 3/0454 (2013.01); G06N 20/00 (2019.01); G06T 7/97 (2017.01); G06K 9/6256 (2013.01); G06T 2207/10012 (2013.01);
Abstract

Disclosed herein are systems and methods for using machine learning for image-based spoof detection. One embodiment takes the form of a method that includes obtaining an input-data set that includes a plurality of images captured of a biometric-authentication subject by a plurality of cameras of a camera system. The method also includes inputting the input-data set into a trained machine-learning module, and processing the input-data set using the machine-learning module to obtain, from the machine-learning module, a spoof-detection result for the biometric-authentication subject. The method also includes outputting the spoof-detection result for the biometric-authentication subject.


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