Patents by Inventor Leonid Prokupets

Leonid Prokupets 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).

  • V2X message processing for machine learning applications
    Patent number: 11328586
    Abstract: Methods and systems for processing vehicle to everything (V2X) messages for use by machine learning applications are disclosed. From each of a plurality of vehicles, one or more V2X messages are received, each V2X message including vehicle-related data associated with the vehicle and the received message. A sequence of frames is generated based on the vehicle-related data from at least a subset of vehicles in the plurality of vehicles. Slices of the sequence of frames are aggregated to generate a plurality of time-lapse images. One or more time-lapse images are processed using a machine learning algorithm to generate an output indicative of a traffic-related prediction.
    Type: Grant
    Filed: October 15, 2019
    Date of Patent: May 10, 2022
    Assignee: Autotalks Ltd.
    Inventors: Nir Raviv, Leonid Prokupets, Onn Haran
  • V2X MESSAGE PROCESSING FOR MACHINE LEARNING APPLICATIONS
    Publication number: 20210110709
    Abstract: Methods and systems for processing vehicle to everything (V2X) messages for use by machine learning applications are disclosed. From each of a plurality of vehicles, one or more V2X messages are received, each V2X message including vehicle-related data associated with the vehicle and the received message. A sequence of frames is generated based on the vehicle-related data from at least a subset of vehicles in the plurality of vehicles. Slices of the sequence of frames are aggregated to generate a plurality of time-lapse images. One or more time-lapse images are processed using a machine learning algorithm to generate an output indicative of a traffic-related prediction.
    Type: Application
    Filed: October 15, 2019
    Publication date: April 15, 2021
    Inventors: Nir Raviv, Leonid Prokupets, Onn Haran