Patents by Inventor Anatole Louis Jerome Moreau

Anatole Louis Jerome Moreau 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).

  • Progressive generative adversarial network in medical image reconstruction
    Patent number: 11422217
    Abstract: For reconstruction in medical imaging, such as reconstruction in MR imaging, a high-resolution image is reconstructed using a generator of a progressive generative adversarial network (PGAN or progressive GAN). In machine training the network, both the generator and discriminator of the GAN are grown progressively: starting from a low resolution, new layers are added that model finer details as training progresses. The resulting generator may be better able to handle high-resolution information than a generator of a GAN.
    Type: Grant
    Filed: June 10, 2020
    Date of Patent: August 23, 2022
    Assignee: Siemens Healthcare GmbH
    Inventors: Boris Mailhe, Simon Arberet, Anatole Louis Jerome Moreau, Mariappan S. Nadar
  • PROGRESSIVE GENERATIVE ADVERSARIAL NETWORK IN MEDICAL IMAGE RECONSTRUCTION
    Publication number: 20200408864
    Abstract: For reconstruction in medical imaging, such as reconstruction in MR imaging, a high-resolution image is reconstructed using a generator of a progressive generative adversarial network (PGAN or progressive GAN). In machine training the network, both the generator and discriminator of the GAN are grown progressively: starting from a low resolution, new layers are added that model finer details as training progresses. The resulting generator may be better able to handle high-resolution information than a generator of a GAN.
    Type: Application
    Filed: June 10, 2020
    Publication date: December 31, 2020
    Inventors: Boris Mailhe, Simon Arberet, Anatole Louis Jerome Moreau, Mariappan S. Nadar