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:
Nov. 10, 2026

Filed:

Dec. 27, 2024
Applicant:

Datalogic Ip Tech, S.r.l., Bologna, IT;

Inventors:

Enrico Vezzali, Vignola, IT;

Stefano Santi, Eugene, OR (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 7/14 (2006.01); G06K 7/10 (2006.01); G06T 3/4046 (2024.01); G06T 3/4053 (2024.01);
U.S. Cl.
CPC ...
G06K 7/1482 (2013.01); G06K 7/1417 (2013.01); G06K 7/1465 (2013.01); G06T 3/4046 (2013.01); G06T 3/4053 (2013.01); G06K 2007/10524 (2013.01);
Abstract

A method for upscaling an image includes executing a first subnetwork of an artificial neural network (ANN), with pixels of an image patch of the image as an input layer thereto, to yield (i) a first predicted image patch as an output layer of the first subnetwork and (ii) a first vector output by a source hidden layer of the first subnetwork. The method also includes executing a second subnetwork of the ANN, with pixels of the image patch as input thereto, to yield a second predicted image patch as an output of the second subnetwork, wherein executing the second subnetwork includes concatenating the first vector with the input to a receiving hidden layer of the second subnetwork to yield a concatenated vector. The method also includes determining an upscaled image patch as one of the first predicted image patch and the second predicted image patch.


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Vezzali, Enrico. (2026). Image-upscaling method and associated optical scanner (U.S. Patent No. 12792859). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12792859

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