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:
Sep. 08, 2020

Filed:

May. 01, 2019
Applicant:

Capital One Services, Llc, McLean, VA (US);

Inventors:

Reza Farivar, Champaign, IL (US);

Kenneth Taylor, Champaign, IL (US);

Austin Walters, Savoy, IL (US);

Joseph Ford, III, Manakin Sabot, VA (US);

Rittika Adhikari, Westford, MA (US);

Assignee:

Capital One Services, LLC, McLean, VA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G07F 19/00 (2006.01); G06K 9/62 (2006.01); G08B 21/18 (2006.01); G06K 9/46 (2006.01); G06K 9/00 (2006.01);
U.S. Cl.
CPC ...
G07F 19/207 (2013.01); G06K 9/00355 (2013.01); G06K 9/4604 (2013.01); G06K 9/6262 (2013.01); G08B 21/182 (2013.01);
Abstract

An ATM device may receive a request to process an ATM transaction; dispense, via an instrument dispenser, a plurality of instruments based on the request; perform image segmentation of one or more images of an area surrounding the instrument dispenser, wherein the image segmentation is performed using a deep learning network trained using synthetic models of hands; detect, based on performing the image segmentation, that a user's hand approaches the instrument dispenser after dispensing the plurality of instruments; determine, after dispensing the plurality of instruments and after detecting that the user's hand approaches the instrument dispenser, that a portion of the plurality of instruments is present at the instrument dispenser; and perform one or more actions based on determining that the portion of the plurality of instruments is present at the instrument dispenser.


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