Patents by Inventor Alina Kuznetsova

Alina Kuznetsova 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).

  • Incremental learning framework for object detection in videos
    Patent number: 9805264
    Abstract: Techniques disclose an incrementally expanding object detection model. An object detection tool identifies, based on an object detection model, one or more objects in a sequence of video frames. The object detection model provides an object space including a plurality of object classes. Each object class includes one or more prototypes. Each object is classified as being an instance of one of the object classes. Each identified object is tracked across at least one of the frames. The object detection tool generates a measure of confidence for that object based on the tracking. Upon determining that the measure of confidence exceeds a threshold, the object detection tool adds a prototype of the instance to the object detection model.
    Type: Grant
    Filed: October 19, 2015
    Date of Patent: October 31, 2017
    Assignee: Disney Enterprises, Inc.
    Inventors: Alina Kuznetsova, Sung Ju Hwang, Leonid Sigal
  • INCREMENTAL LEARNING FRAMEWORK FOR OBJECT DETECTION IN VIDEOS
    Publication number: 20170109582
    Abstract: Techniques disclose an incrementally expanding object detection model. An object detection tool identifies, based on an object detection model, one or more objects in a sequence of video frames. The object detection model provides an object space including a plurality of object classes. Each object class includes one or more prototypes. Each object is classified as being an instance of one of the object classes. Each identified object is tracked across at least one of the frames. The object detection tool generates a measure of confidence for that object based on the tracking. Upon determining that the measure of confidence exceeds a threshold, the object detection tool adds a prototype of the instance to the object detection model.
    Type: Application
    Filed: October 19, 2015
    Publication date: April 20, 2017
    Inventors: Alina Kuznetsova, Sung Ju Hwang, Leonid Sigal