Patents by Inventor Konstantin Sergeevich SOFIYUK

Konstantin Sergeevich SOFIYUK 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).

  • Teaching GAN (generative adversarial networks) to generate per-pixel annotation
    Patent number: 11514694
    Abstract: A method and apparatus for joint image and per-pixel annotation synthesis with a generative adversarial network (GAN) are provided. The method includes: by inputting data to a generative adversarial network (GAN), obtaining a first image from the GAN; inputting, to a decoder, a first feature value that is obtained from at least one intermediate layer of the GAN according to the inputting of the data to the GAN; and obtaining a first semantic segmentation mask from the decoder according to the inputting of the first feature value to the decoder.
    Type: Grant
    Filed: September 11, 2020
    Date of Patent: November 29, 2022
    Assignee: SAMSUNG ELECTRONICS CO., LTD.
    Inventors: Danil Fanilievich Galeev, Konstantin Sergeevich Sofiyuk, Danila Dmitrievich Rukhovich, Anton Sergeevich Konushin, Mikhail Viktorovich Romanov
  • TEACHING GAN (GENERATIVE ADVERSARIAL NETWORKS) TO GENERATE PER-PIXEL ANNOTATION
    Publication number: 20210089845
    Abstract: A method and apparatus for joint image and per-pixel annotation synthesis with a generative adversarial network (GAN) are provided. The method includes: by inputting data to a generative adversarial network (GAN), obtaining a first image from the GAN; inputting, to a decoder, a first feature value that is obtained from at least one intermediate layer of the GAN according to the inputting of the data to the GAN; and obtaining a first semantic segmentation mask from the decoder according to the inputting of the first feature value to the decoder.
    Type: Application
    Filed: September 11, 2020
    Publication date: March 25, 2021
    Applicant: SAMSUNG ELECTRONICS CO., LTD.
    Inventors: Danil Fanilievich GALEEV, Konstantin Sergeevich SOFIYUK, Danila Dmitrievich RUKHOVICH, Anton Sergeevich KONUSHIN, Mikhail Viktorovich ROMANOV