Patents by Inventor Dongyun Lin

Dongyun Lin 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).

  • Method and system for image classification
    Patent number: 11836632
    Abstract: There is provided a method of image classification. The method includes: providing a set of category mapping discriminators, each corresponding to a respective category, wherein each category mapping discriminator of the set of category mapping discriminators is configured for discriminating features relating to input images that belong to the respective category of the category mapping discriminator; extracting a plurality of features from an input image using a machine learning model; determining, for each of the set of category mapping discriminators, an output value based on the plurality of extracted features using the category mapping discriminator; and determining a classification of the input image based on the output values of the set of category mapping discriminators.
    Type: Grant
    Filed: March 26, 2020
    Date of Patent: December 5, 2023
    Assignee: Agency for Science, Technology and Research
    Inventors: Shudong Xie, Yiqun Li, Dongyun Lin, Tin Lay Nwe Ma, Sheng Dong