Patents by Inventor Xi Hang Cao

Xi Hang Cao 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).

  • Multi-view embedding with soft-max based compatibility function for zero-shot learning
    Patent number: 10706324
    Abstract: Described is a system for multi-view embedding for object recognition. During operation, the system receives an input image and transforms raw data of objects in the image with corresponding labels into low-level features and high-level semantic representations of the labels. A trained object recognition model is generated by embedding the low-level features with multiple high-level semantic representations. The system then receives data of an unknown object and assigns a label to the unknown object using the trained object recognition model. Finally, a device can be controlled based on the label.
    Type: Grant
    Filed: January 18, 2018
    Date of Patent: July 7, 2020
    Assignee: HRL Laboratories, LLC
    Inventors: Xi Hang Cao, Kyungnam Kim
  • MULTI-VIEW EMBEDDING WITH SOFT-MAX BASED COMPATIBILITY FUNCTION FOR ZERO-SHOT LEARNING
    Publication number: 20180225548
    Abstract: Described is a system for multi-view embedding for object recognition. During operation, the system receives an input image and transforms raw data of objects in the image with corresponding labels into low-level features and high-level semantic representations of the labels. A trained object recognition model is generated by embedding the low-level features with multiple high-level semantic representations. The system then receives data of an unknown object and assigns a label to the unknown object using the trained object recognition model. Finally, a device can be controlled based on the label.
    Type: Application
    Filed: January 18, 2018
    Publication date: August 9, 2018
    Inventors: Xi Hang Cao, Kyungnam Kim