Patents by Inventor Jason Marc Plawinski

Jason Marc Plawinski 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 based on edge loss
    Patent number: 11158059
    Abstract: Edge-Loss-based image construction is enabled by a method including generating a reconstructed image from a first edge image with a generator, extracting a second edge image from the reconstructed image with an edge extractor, smoothing the first edge image and the second edge image, discriminating between the reconstructed image and an original image corresponding to the first edge image with a discriminator to obtain an adversarial loss, and training the generator by using an edge loss and the adversarial loss, the edge loss being calculated from the smoothed first edge image and the smoothed second edge image.
    Type: Grant
    Filed: April 2, 2020
    Date of Patent: October 26, 2021
    Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
    Inventors: Jason Marc Plawinski, Daiki Kimura, Tristan Matthieu Stampfler, Subhajit Chaudhury, Asim Munawar
  • IMAGE RECONSTRUCTION BASED ON EDGE LOSS
    Publication number: 20210312634
    Abstract: Edge-Loss-based image construction is enabled by a method including generating a reconstructed image from a first edge image with a generator, extracting a second edge image from the reconstructed image with an edge extractor, smoothing the first edge image and the second edge image, discriminating between the reconstructed image and an original image corresponding to the first edge image with a discriminator to obtain an adversarial loss, and training the generator by using an edge loss and the adversarial loss, the edge loss being calculated from the smoothed first edge image and the smoothed second edge image.
    Type: Application
    Filed: April 2, 2020
    Publication date: October 7, 2021
    Inventors: Jason Marc Plawinski, Daiki Kimura, Tristan Matthieu Stampfler, Subhajit Chaudhury, Asim Munawar