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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.:

US 12444213 B1

PDFFull Text
Date of Patent:
Oct. 14, 2025

Filed:

Mar. 19, 2025

Machine-learning models for image processing

Applicant:

Citibank, N.a., New York, NY (US);

Inventors:

Ashutosh K. Sureka, Irving, TX (US);

Venkata Sesha Kiran Kumar Adimatyam, Irving, TX (US);

Miriam Silver, Tel Aviv, IL;

Daniel Funken, Irving, TX (US);

Assignee:

CITIBANK, N.A., New York, NY (US);

Attorney:

Foley & Lardner LLP

Primary Examiner:

Amara Abdi

Int. Cl.
CPC ...
G06V 20/00 (2022.01); G06T 5/60 (2024.01); G06T 7/00 (2017.01); G06V 30/18 (2022.01); G06V 30/19 (2022.01); G06V 30/418 (2022.01); G06V 30/42 (2022.01);
U.S. Cl.
CPC ...
G06V 20/95 (2022.01); G06T 5/60 (2024.01); G06T 7/0002 (2013.01); G06V 30/18 (2022.01); G06V 30/191 (2022.01); G06V 30/418 (2022.01); G06V 30/42 (2022.01); G06T 2200/24 (2013.01); G06T 2207/10016 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/30168 (2013.01); G06T 2207/30176 (2013.01); G06V 2201/10 (2022.01);
Abstract

Presented herein are systems and methods for the employment of machine learning models for image processing. A method may include a capture of a video feed including image data of a document at a client device. The client device can provide the video feed to another computing device. The method can include, by the client device or the other computing device object recognition for recognizing a type of document and capturing an image exceeding a quality threshold of the document amongst the frames within the video feed. The method may further include the execution of other image processing operations on the image data to improve the quality of the image or features extracted therefrom. The method may further include anti-fraud detection or scoring operations to determine an amount of risk associated with the image data.

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