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. 04, 2025

Filed:

Mar. 11, 2022
Applicant:

Apple Inc., Cupertino, CA (US);

Inventors:

Maxim Smirnov, San Jose, CA (US);

David R. Pope, Campbell, CA (US);

Henryk K. Blasinski, Lodz, PL;

Kaiming Liu, Cupertino, CA (US);

Assignee:

APPLE INC., Cupertino, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06T 5/70 (2024.01); G06T 3/40 (2024.01); G06V 10/764 (2022.01);
U.S. Cl.
CPC ...
G06T 5/70 (2024.01); G06T 3/40 (2013.01); G06V 10/764 (2022.01);
Abstract

Embodiments relate to an image processing circuit that performs machine learning (ML) based noise reduction on image data. The image processing circuit includes a ML based noise reduction circuit that includes a hybrid kernel calculation circuit and a noise filtering circuit coupled to the hybrid kernel calculation circuit. The hybrid kernel calculation circuit generates, for each pixel of an image, a hybrid kernel by combining a ML kernel of each pixel of the image and a bilateral kernel of each pixel of the image. The noise filtering circuit performs, for each pixel of the image, noise filtering of the image using the hybrid kernel for each pixel of the image to generate a de-noised version of the image.


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