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. 21, 2025

Filed:

Jun. 09, 2022
Applicant:

Idemia Identity & Security France, Courbevoie, FR;

Inventors:

Hui Zhu, Reston, VA (US);

Brian Martin, Reston, VA (US);

Rein-Lien Hsu, Reston, VA (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2022.12); G06T 7/194 (2016.12); G06T 7/70 (2016.12); G06T 11/60 (2005.12);
U.S. Cl.
CPC ...
G06N 3/08 (2012.12); G06T 7/194 (2016.12); G06T 7/70 (2016.12); G06T 11/60 (2012.12); G06T 2207/20132 (2012.12); G06T 2207/20212 (2012.12);
Abstract

A computer-implemented method and a computing system are provided for training a matting neural network to generate mattes for creating portraits to be used on identity documents. The matting neural network is trained by using standardized images conforming to a template which prescribes that each standardized image should depict a human face. A standardized image is obtained by adjusting an input image which includes an area representing a face of the person and was, e.g., taken with a camera, so that a relationship between the size of the adjusted input image and the distance between target points (which represent parts of the person) in the adjusted input image satisfies a condition determined by the template, and in the adjusted input image the area is in a position defined by the template.


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