Patents by Inventor Dat Ba Huynh

Dat Ba Huynh 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).

  • OPEN VOCABULARY INSTANCE SEGMENTATION WITH NOISE ESTIMATION AND ROBUST STUDENT
    Publication number: 20230401827
    Abstract: Systems and methods for image segmentation are described. Embodiments of the present disclosure receive a training image and a caption for the training image, wherein the caption includes text describing an object in the training image; generate a pseudo mask for the object using a teacher network based on the text describing the object; generate a mask for the object using a student network; compute noise information for the training image using a noise estimation network; and update parameters of the student network based on the mask, the pseudo mask, and the noise information.
    Type: Application
    Filed: June 9, 2022
    Publication date: December 14, 2023
    Inventors: Jason Wen Yong Kuen, Dat Ba Huynh, Zhe Lin, Jiuxiang Gu
  • OPEN VOCABULARY INSTANCE SEGMENTATION
    Publication number: 20230252774
    Abstract: Systems and methods for image processing are described. Embodiments of the present disclosure receive a training image and a caption for the training image, wherein the caption includes text describing an object in the training image; generate a pseudo mask for the object using a teacher network based on the text describing the object; generate a mask for the object using a student network; and update parameters of the student network based on the mask and the pseudo mask.
    Type: Application
    Filed: February 9, 2022
    Publication date: August 10, 2023
    Inventors: Jason Wen Yong Kuen, Dat Ba Huynh, Zhe Lin, Jiuxiang Gu