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.
Ownership
Carnegie Mellon University