Patents by Inventor Nair M. Binu

Nair M. Binu 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).

  • SYSTEM AND METHOD FOR EARLY EVENT DETECTION USING GENERATIVE AND DISCRIMINATIVE MACHINE LEARNING MODELS
    Publication number: 20220297304
    Abstract: A method for human-robot collaboration including: acquiring visual temporal data of a human partner to a robot; determining, using a generative module, predicted future visual temporal data in response to the visual temporal data, the visual temporal data including current visual temporal data and previous visual temporal data; and determining, using a discriminative module, a vector of probabilities indicating the likelihood that a future action of the human partner belongs to each class among a set of classes being considered in response to at least the future visual temporal data and the visual temporal data.
    Type: Application
    Filed: July 30, 2020
    Publication date: September 22, 2022
    Inventors: Francesca Stramandinoli, Edgar A. Bernal, Nair M. Binu, Richard W. Osborne, III, Ankit Tiwari