Patents by Inventor Meg Palmsten

Meg Palmsten 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).

  • Human-assisted machine learning through geometric manipulation and refinement
    Patent number: 11164036
    Abstract: Systems and methods are provided for feature detection such that users can apply advanced machine learning and artificial intelligence (AI) without the need for a deep understanding of existing algorithms and techniques. Embodiments of the present disclosure provide systems and methods than enable easy access to a suite of machine learning algorithms and techniques, an intuitive interface for training an AI to recognize image features based on geometric “correct and refine” recursion, and real-time visualizations of training effectiveness.
    Type: Grant
    Filed: August 30, 2019
    Date of Patent: November 2, 2021
    Assignee: The Government of the United States of America, as represented by the Secretary of the Navy
    Inventors: Samuel Irving, Christopher J. Michael, Meg Palmsten, Steven Dennis
  • Human-Assisted Machine Learning Through Geometric Manipulation and Refinement
    Publication number: 20200160098
    Abstract: Systems and methods are provided for feature detection such that users can apply advanced machine learning and artificial intelligence (AI) without the need for a deep understanding of existing algorithms and techniques. Embodiments of the present disclosure provide systems and methods than enable easy access to a suite of machine learning algorithms and techniques, an intuitive interface for training an AI to recognize image features based on geometric “correct and refine” recursion, and real-time visualizations of training effectiveness.
    Type: Application
    Filed: August 30, 2019
    Publication date: May 21, 2020
    Applicant: The Government of the United States of America, as represented by the Secretary of the Navy
    Inventors: Samuel Irving, Christopher J. Michael, Meg Palmsten, Steven Dennis