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.:
Date of Patent:
Oct. 21, 2025
Filed:
Sep. 30, 2022
Disney Enterprises, Inc., Burbank, CA (US);
Eth Zürich (Eidgenössische Technische Hochschule Zürich), Zürich, CH;
Marios Papas, Zurich, CH;
Xianyao Zhang, Zurich, CH;
Melvin Ott, Zurich, CH;
Marco Manzi, Zurich, CH;
Disney Enterprises, Inc., Burbank, CA (US);
ETH ZURICH (EIDGENÖSSISCHE TECHNISCHE HOCHSCHULE ZÜRICH), Zurich, CH;
Abstract
A system includes a hardware processor and a system memory storing software code and one or more machine learning (ML) models. The hardware processor is configured to execute the software code to train a first ML model of the one or more ML models as a denoising feature selector, generate, using the trained first ML model a plurality of candidate feature sets, and identify a best volumetric feature set of the plurality of candidate feature sets using a predetermined selection criterion. The hardware processor is further configured to execute the software code to train, using the identified best volumetric feature set, one of the first ML model or a second ML model of the one or more ML models as a denoiser, receive an image including noise due to rendering, and denoise, using the trained denoiser, the noise due to rendering to produce a denoised image.