Patents by Inventor Jean E. Robillard

Jean E. Robillard 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).

  • Publication number: 20230368578
    Abstract: An apparatus for 3D human pose estimation using dynamic multi-headed convolutional attention mechanism is presented. The apparatus contains two dynamic multi-headed convolutional attention mechanism with spatial attention and another with temporal attention that leverages the spatial attention mechanism to extract frame-wise inter-joint dependencies by analyzing sections of limbs that are related. The temporal attention mechanism extracts global inter-frame relationships by analyzing correlations between the temporal profile of joints. The temporal profile mechanism leads to a more diverse temporal attention map while achieving substantial parameter reduction.
    Type: Application
    Filed: September 14, 2022
    Publication date: November 16, 2023
    Applicant: INSEER Inc.
    Inventors: Alec DIAZ-ARIAS, Dmitriy SHIN, Jean E. ROBILLARD, Mitchell MESSMORE, John RACHID
  • Patent number: 11783495
    Abstract: An apparatus for calculating torque and force about body joints to predict muscle fatigue includes a processor configured to receive image frames depicting a subject. The processor is configured to execute at least one machine learning model using the image frames as an input, to generate a 2D representation of the subject, a subject mass value for the subject based on the 2D representation, and a 3D representation of the subject based on the 2D representation, where the 3D representation includes a temporal joints profile. The processor is further configured to compute each torque value for each joint of the subject from the 3D representation, based on the subject mass value. The processor is further configured to generate a muscle fatigue prediction for each joint of the subject, based on a set of torque values and a torque threshold.
    Type: Grant
    Filed: October 25, 2022
    Date of Patent: October 10, 2023
    Assignee: INSEER Inc.
    Inventors: Mitchell Messmore, Alec Diaz-Arias, John Rachid, Dmitriy Shin, Jean E. Robillard
  • Patent number: 11482048
    Abstract: An apparatus for 3D human pose estimation using dynamic multi-headed convolutional attention mechanism is presented. The apparatus contains two dynamic multi-headed convolutional attention mechanism with spatial attention and another with temporal attention that leverages the spatial attention mechanism to extract frame-wise inter-joint dependencies by analyzing sections of limbs that are related. The temporal attention mechanism extracts global inter-frame relationships by analyzing correlations between the temporal profile of joints. The temporal profile mechanism leads to a more diverse temporal attention map while achieving substantial parameter reduction.
    Type: Grant
    Filed: May 10, 2022
    Date of Patent: October 25, 2022
    Assignee: INSEER Inc.
    Inventors: Aiec Diaz-Arias, Dmitriy Shin, Jean E. Robillard, Mitchell Messmore, John Rachid