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:
Aug. 26, 2025

Filed:

Nov. 07, 2022
Applicant:

King Fahd University of Petroleum and Minerals, Dhahran, SA;

Inventors:

Adnan Hamida, Dhahran, SA;

Motaz Alfarraj, Dhahran, SA;

Salam A. Zummo, Dhahran, SA;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 3/4053 (2024.01);
U.S. Cl.
CPC ...
G06T 3/4053 (2013.01);
Abstract

A system and a method for displaying super-resolution images generated from images of lower resolution, includes processor circuitry for a combination multi-core CPU and machine learning engine configured with an input for receiving the low resolution images, a feature extraction section to extract features from the low resolution images, non-linear feature mapping section, connected to the feature extraction section, generating feature maps using a self-calibrated block with pixel attention having a plurality of Depthwise Separable Convolution (DSC) layers, a late upsampling section combines at least one DSC layer and a skip connection that upsamples the feature maps to a predetermined dimension, and a video output for displaying approximate upsampled super-resolution images that corresponds to the low resolution images.


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