Patents by Inventor Hsiu-Pin HSU

Hsiu-Pin HSU 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 OF CONVOLUTIONAL NEURAL NETWORK
    Publication number: 20230029335
    Abstract: A method the following operations: downscaling an input image to generate a scaled image; performing, to the scaled image, a first convolutional neural networks (CNN) modeling process with first non-local operations, to generate global parameters; and performing, to the input image, a second CNN modeling process with second non-local operations that are performed with the global parameters, to generate an output image corresponding to the input image. A system is also disclosed herein.
    Type: Application
    Filed: October 4, 2021
    Publication date: January 26, 2023
    Applicants: TAIWAN SEMICONDUCTOR MANUFACTURING COMPANY, LTD., NATIONAL TSING HUA UNIVERSITY
    Inventors: Chao-Tsung HUANG, Hsiu-Pin HSU