Patents by Inventor Dave Chekan

Dave Chekan 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).

  • Neural network
    Patent number: 12694653
    Abstract: A computer that includes a processor and a memory, the memory including instructions executable by the processor to plot three-dimensional positions of labeled cuboids from successive frames between a first keyframe and a second keyframe of a densely labeled video sequence. A sparsely labeled video sequence can be generated by removing labeled cuboids from the densely labeled video sequence with positions that are within a user-selected distance from a line extending from a position of the labeled cuboid in the first keyframe to a position of the labeled cuboid in the second keyframe. The sparsely labeled video sequence can be output for training a machine learning system.
    Type: Grant
    Filed: May 10, 2024
    Date of Patent: July 28, 2026
    Assignee: Ford Global Technologies, LLC
    Inventors: Parul Kothari, Iurii Simanovskyi, Michael Joseph Rondinelli, Richard Kwant, Ian Volkwein, Rose Ciriello, Dave Chekan
  • NEURAL NETWORK
    Publication number: 20250349109
    Abstract: A computer that includes a processor and a memory, the memory including instructions executable by the processor to plot three-dimensional positions of labeled cuboids from successive frames between a first keyframe and a second keyframe of a densely labeled video sequence. A sparsely labeled video sequence can be generated by removing labeled cuboids from the densely labeled video sequence with positions that are within a user-selected distance from a line extending from a position of the labeled cuboid in the first keyframe to a position of the labeled cuboid in the second keyframe. The sparsely labeled video sequence can be output for training a machine learning system.
    Type: Application
    Filed: May 10, 2024
    Publication date: November 13, 2025
    Applicant: Ford Global Technologies, LLC
    Inventors: Parul Kothari, Iurii Simanovskyi, Michael Joseph Rondinelli, Richard Kwant, Ian Volkwein, Rose Ciriello, Dave Chekan