Patents by Inventor Itzik Avital

Itzik Avital 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).

  • METHODS AND SYSTEMS FOR TRAINING AND VALIDATING A PERCEPTION SYSTEM
    Publication number: 20240419974
    Abstract: A perception system, comprising a set of reference sensors; a set of test sensors and a computing device, which is configured for receiving first training signals from the set of reference sensors and receiving second training signals from the set of test sensors, the set of reference sensors and the set of test sensors simultaneously exposed to a common scene; processing the first training signals to obtain reference images containing reference depth information associated with the scene; and using the second training signals and the reference images to train a neural network for transforming subsequent test signals from the set of test sensors into test images containing inferred depth information.
    Type: Application
    Filed: August 2, 2024
    Publication date: December 19, 2024
    Inventors: Youval Nehmadi, Shahar Ben Ezra, Shmuel Mangan, Mark Wagner, Anna Cohen, Itzik Avital
  • Methods and systems for training and validating a perception system
    Patent number: 12093834
    Abstract: A perception system, comprising a set of reference sensors; a set of test sensors and a computing device, which is configured for receiving first training signals from the set of reference sensors and receiving second training signals from the set of test sensors, the set of reference sensors and the set of test sensors simultaneously exposed to a common scene; processing the first training signals to obtain reference images containing reference depth information associated with the scene; and using the second training signals and the reference images to train a neural network for transforming subsequent test signals from the set of test sensors into test images containing inferred depth information.
    Type: Grant
    Filed: September 22, 2020
    Date of Patent: September 17, 2024
    Assignee: Vaya Vision Sensing Ltd.
    Inventors: Youval Nehmadi, Shahar Ben Ezra, Shmuel Mangan, Mark Wagner, Anna Cohen, Itzik Avital
  • Methods and Systems for Training and Validating a Perception System
    Publication number: 20220335729
    Abstract: A perception system, comprising a set of reference sensors; a set of test sensors and a computing device, which is configured for receiving first training signals from the set of reference sensors and receiving second training signals from the set of test sensors, the set of reference sensors and the set of test sensors simultaneously exposed to a common scene; processing the first training signals to obtain reference images containing reference depth information associated with the scene; and using the second training signals and the reference images to train a neural network for transforming subsequent test signals from the set of test sensors into test images containing inferred depth information.
    Type: Application
    Filed: September 22, 2020
    Publication date: October 20, 2022
    Inventors: Youval Nehmadi, Shahar Ben Ezra, Shmuel Mangan, Mark Wagner, Anna Cohen, Itzik Avital