Patents by Inventor MARK S. BERLIN

MARK S. BERLIN 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).

  • Computer architecture for artificial image generation
    Patent number: 11195053
    Abstract: A computer architecture for artificial image generation is disclosed. According to some aspects, a computing machine receives a voxel model of a target object. The target object is to be recognized using an image recognizer. The computing machine generates, based on the voxel model, a set of TSB (target shadow background-mask) images of the target object. The computing machine receives, at an auto-encoder, a set of real images of the target object. The computing machine generates, using an auto-encoder and based on the set of real images, one or more artificial images of the target object based on the set of TSB images. The computing machine provides, as output, the generated one or more artificial images of the target object.
    Type: Grant
    Filed: August 23, 2019
    Date of Patent: December 7, 2021
    Assignee: Raytheon Company
    Inventors: Peter Kim, Ryan Quiller, Jason R. Chaves, Mark S. Berlin, Michael J. Sand
  • COMPUTER ARCHITECTURE FOR ARTIFICIAL IMAGE GENERATION
    Publication number: 20200167605
    Abstract: A computer architecture for artificial image generation is disclosed. According to some aspects, a computing machine receives a voxel model of a target object. The target object is to be recognized using an image recognizer. The computing machine generates, based on the voxel model, a set of TSB (target shadow background-mask) images of the target object. The computing machine receives, at an auto-encoder, a set of real images of the target object. The computing machine generates, using an auto-encoder and based on the set of real images, one or more artificial images of the target object based on the set of TSB images. The computing machine provides, as output, the generated one or more artificial images of the target object.
    Type: Application
    Filed: August 23, 2019
    Publication date: May 28, 2020
    Inventors: PETER KIM, RYAN QUILLER, JASON R. CHAVES, MARK S. BERLIN, MICHAEL J. SAND