Patents by Inventor Shuyang Dai

Shuyang Dai 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).

  • Recognizing fine-grained objects in surveillance camera images
    Patent number: 11087142
    Abstract: Systems and methods for recognizing fine-grained objects are provided. The system divides unlabeled training data from a target domain into two or more target subdomains using an attribute annotation. The system ranks the target subdomains based on a similarity to the source domain. The system applies multiple domain discriminators between each of the target subdomains and a mixture of the source domain and preceding target domains. The system recognizes, using the multiple domain discriminators for the target domain, fine-grained objects.
    Type: Grant
    Filed: September 11, 2019
    Date of Patent: August 10, 2021
    Inventors: Yi-Hsuan Tsai, Manmohan Chandraker, Shuyang Dai, Kihyuk Sohn
  • RECOGNIZING FINE-GRAINED OBJECTS IN SURVEILLANCE CAMERA IMAGES
    Publication number: 20200089966
    Abstract: Systems and methods for recognizing fine-grained objects are provided. The system divides unlabeled training data from a target domain into two or more target subdomains using an attribute annotation. The system ranks the target subdomains based on a similarity to the source domain. The system applies multiple domain discriminators between each of the target subdomains and a mixture of the source domain and preceding target domains. The system recognizes, using the multiple domain discriminators for the target domain, fine-grained objects.
    Type: Application
    Filed: September 11, 2019
    Publication date: March 19, 2020
    Inventors: Yi-Hsuan Tsai, Manmohan Chandraker, Shuyang Dai, Kihyuk Sohn