Patents by Inventor Hani Altwaijry

Hani Altwaijry 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).

  • Computer vision systems and methods for machine learning using image hallucinations
    Patent number: 10902294
    Abstract: Computer vision systems and methods for machine learning using image hallucinations are provided. The system generates image hallucinations that are subsequently used to train a deep neural network to match image patches. In this scenario, the synthesized changes serve in the learning of feature-embedding that captures how a patch of an image might look like from a different vantage point. In addition, a curricular learning framework is provided which is used to automatically train the neural network to progressively learn more invariant representations.
    Type: Grant
    Filed: January 23, 2019
    Date of Patent: January 26, 2021
    Assignee: Insurance Services Office, Inc.
    Inventors: Maneesh Kumar Singh, Hani Altwaijry
  • Computer Vision Systems and Methods for Machine Learning Using Image Hallucinations
    Publication number: 20190228267
    Abstract: Computer vision systems and methods for machine learning using image hallucinations are provided. The system generates image hallucinations that are subsequently used to train a deep neural network to match image patches. In this scenario, the synthesized changes serve in the learning of feature-embedding that captures how a patch of an image might look like from a different vantage point. In addition, a curricular learning framework is provided which is used to automatically train the neural network to progressively learn more invariant representations.
    Type: Application
    Filed: January 23, 2019
    Publication date: July 25, 2019
    Applicant: Insurance Services Office, Inc.
    Inventors: Maneesh Kumar Singh, Hani Altwaijry, Serge Belongie