Patents by Inventor Nikki Aldeborgh

Nikki Aldeborgh 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).

  • Shape-based segmentation using hierarchical image representations for automatic training data generation and search space specification for machine learning algorithms
    Patent number: 10372984
    Abstract: A system and various methods for processing an image to produce a hierarchical image representation model, segment the image model using shape criteria to produce positive and negative training data sets as well as a search-space data set comprising shapes matched to a search query provided as input, and using the training data sets to train a machine learning model to improve recognition of shapes that are similar to an input query without being exact matches, to improve object recognition.
    Type: Grant
    Filed: November 2, 2017
    Date of Patent: August 6, 2019
    Assignee: DigitalGlobe, Inc.
    Inventors: Georgios Ouzounis, Kostas Stamatiou, Nikki Aldeborgh
  • SHAPE-BASED SEGMENTATION USING HIERARCHICAL IMAGE REPRESENTATIONS FOR AUTOMATIC TRAINING DATA GENERATION AND SEARCH SPACE SPECIFICATION FOR MACHINE LEARNING ALGORITHMS
    Publication number: 20180330187
    Abstract: A system and various methods for processing an image to produce a hierarchical image representation model, segment the image model using shape criteria to produce positive and negative training data sets as well as a search-space data set comprising shapes matched to a search query provided as input, and using the training data sets to train a machine learning model to improve recognition of shapes that are similar to an input query without being exact matches, to improve object recognition.
    Type: Application
    Filed: November 2, 2017
    Publication date: November 15, 2018
    Inventors: Georgios Ouzounis, Kostas Stamatiou, Nikki Aldeborgh