Patents by Inventor Abdullah Al-Shabili

Abdullah Al-Shabili has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Image reconstruction using artificial intelligence (Ai) modules agnostic to image acquisition settings
    Patent number: 11087441
    Abstract: An image processing system for determining an image of a scene using AI modules that are agnostic to image acquisition settings. The system comprises a processor that executes an image acquisition settings estimator module to estimate a forward operator using setting data. Further, recursively estimates the image of the scene until a termination condition is met, where for a current iteration, the processor executes an image acquisition inverter module with the estimated forward operator and a previous estimate of the image of the scene estimated during a previous iteration to produce the current noisy image, executes a noise level estimator module with the previous estimate of the image to produce a current noise level, and executes a denoiser to remove the current noise level from the current noisy image to produce a current image.
    Type: Grant
    Filed: January 30, 2020
    Date of Patent: August 10, 2021
    Assignee: Mitsubishi Electric Research Laboratories, Inc.
    Inventors: Hassan Mansour, Petros Boufounos, Abdullah Al-Shabili
  • Image Reconstruction using Artificial Intelligence (Ai) Modules Agnostic to Image Acquisition Settings
    Publication number: 20210241428
    Abstract: An image processing system for determining an image of a scene using AI modules that are agnostic to image acquisition settings. The system comprises a processor that executes an image acquisition settings estimator module to estimate a forward operator using setting data. Further, recursively estimates the image of the scene until a termination condition is met, where for a current iteration, the processor executes an image acquisition inverter module with the estimated forward operator and a previous estimate of the image of the scene estimated during a previous iteration to produce the current noisy image, executes a noise level estimator module with the previous estimate of the image to produce a current noise level, and executes a denoiser to remove the current noise level from the current noisy image to produce a current image.
    Type: Application
    Filed: January 30, 2020
    Publication date: August 5, 2021
    Applicant: Mitsubishi Electric Research Laboratories, Inc.
    Inventors: Hassan Mansour, Petros Boufounos, Abdullah Al-Shabili