Patents by Inventor Gil Hagi

Gil Hagi 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).

  • Publication number: 20220180527
    Abstract: Provided is a system and a method for image synthesis of dental anatomy transformation. In an aspect, there is provided a method including: receiving an input image, the input image including a mouth with teeth exposed; building an input segmentation map using the input image as input to an artificial neural network; transforming the input segmentation map into an input latent vector using a trained encoder; transforming the input latent vector to an output latent vector using a trained transformer machine learning model; transforming the output latent vector to an output segmentation map using a trained decoder; generating a simulated image using the output segmentation map as input to a generative adversarial network; and outputting the simulated image, the output segmentation map, or both.
    Type: Application
    Filed: December 1, 2021
    Publication date: June 9, 2022
    Applicant: Tasty Tech Ltd.
    Inventors: Gil Hagi, Balazs Keszthelyi
  • Publication number: 20220148188
    Abstract: Provided is a system and a method for image synthesis of dental anatomy transformation. In an aspect, there is provided a method comprising: receiving an input segmentation map; transforming the input segmentation map into an input latent vector using a trained encoder; transforming the input latent vector to an output latent vector using a trained transformer machine learning model; transforming the output latent vector to an output segmentation map using a trained decoder; and outputting the output segmentation map.
    Type: Application
    Filed: November 5, 2021
    Publication date: May 12, 2022
    Applicant: Tasty Tech Ltd.
    Inventors: Gil Hagi, Balazs Keszthelyi