System and Method for Removing Noise and/or Artifacts from an OCT Image Using a Generative Adversarial Network

Patent №

US 12,675,850

Granted

2026-07-07

Filed 2021

Owner

Carnegie Mellon University

AI components

0

Assignment

None on record

Dataset

AIPD

Application

17618190

Systems, methods, and computer program products are provided for removing noise and/or artifacts from an image. The method includes training a generative adversarial network (GAN) based on a plurality of images, the plurality of images comprising at least one undesired element comprising at least one of the following: noise, speckle patterns, artifacts, or any combination thereof, and generating a modified image based on processing an image of an eye or other object with the GAN to remove the at least one undesired element from the image that is above an outer surface of the eye or other object.

G06T 5/70G06T 7/12G06T 7/194G06T 7/174G06V 10/7747G06N 3/047G06N 3/09G06N 3/094+10 more

Ownership

Carnegie Mellon University

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