Patents by Inventor Megan Hardy

Megan Hardy 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).

  • Video Super-Resolution using Deep Neural Networks
    Publication number: 20220327663
    Abstract: Methods and systems for obtaining an input video sequence comprising input video frames; determining i) an input resolution of input video frames and ii) a target output resolution of the plurality of input video frames, wherein the target output resolution is higher than the input resolution; and processing the input video sequence using a neural network to generate an output video sequence, comprising, for each of the plurality of input video frames: processing the input video frame to generate an output video frame having the target output resolution, comprising processing the input video frame using a subnetwork of the neural network corresponding to the input resolution of the plurality of input video frames, the neural network configured to process input video frames having one of a set of possible input resolutions and to generate output video frames having one of a set of possible output resolutions.
    Type: Application
    Filed: April 11, 2022
    Publication date: October 13, 2022
    Inventors: Maruan Al-Shedivat, Yihui He, Megan Hardy, Andrew Rabinovich
  • DEEP NEURAL NETWORK VISUAL PRODUCT RECOGNITION SYSTEM
    Publication number: 20190080207
    Abstract: A classification apparatus is provided.
    Type: Application
    Filed: July 5, 2018
    Publication date: March 14, 2019
    Inventors: James Michael Chang, Sahil Shah, Megan Hardy, Jian Shi