Patents by Inventor Bogdan Transnea

Bogdan Transnea 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).

  • Generating training images for machine learning-based objection recognition systems
    Patent number: 10635935
    Abstract: A method and computing device, for generating training image data for a machine learning-based object recognition system is described. The method comprises receiving generic image data of an object type, receiving recorded image data related to the object type, and modifying the generic image data with respect to at least one imaging-related parameter. The method further comprises determining a degree of similarity between the modified generic image data and the recorded image data, and, when the determined degree of similarity fulfills a similarity condition, storing the modified generic image data as generated training image data of the object type. Further described are a computing device, a computer program product, a system and a motor vehicle.
    Type: Grant
    Filed: December 18, 2017
    Date of Patent: April 28, 2020
    Assignee: Elektrobit Automotive GmbH
    Inventors: Tiberiu Cocias, Cosmin Ginerica, Sorin Grigorescu, Gigel Macesanu, Bogdan Transnea
  • GENERATING TRAINING IMAGES FOR MACHINE LEARNING-BASED OBJECTION RECOGNITION SYSTEMS
    Publication number: 20180189607
    Abstract: A method and computing device, for generating training image data for a machine learning-based object recognition system is described. The method comprises receiving generic image data of an object type, receiving recorded image data related to the object type, and modifying the generic image data with respect to at least one imaging-related parameter. The method further comprises determining a degree of similarity between the modified generic image data and the recorded image data, and, when the determined degree of similarity fulfills a similarity condition, storing the modified generic image data as generated training image data of the object type. Further described are a computing device, a computer program product, a system and a motor vehicle.
    Type: Application
    Filed: December 18, 2017
    Publication date: July 5, 2018
    Inventors: Tiberiu Cocias, Cosmin Ginerica, Sorin Grigorescu, Gigel Macesanu, Bogdan Transnea