Patents by Inventor Olga Russakovsky

Olga Russakovsky 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).

  • Object-centric spatial pooling for image classification
    Patent number: 8761510
    Abstract: A method is provided for classifying an image. The method includes inferring location information of an object of interest in an input representation of the image. The method further includes determining foreground object features and background object features from the input representation of the image. The method additionally includes pooling the foreground object features separately from the background object features using the location information to form a new representation of the image. The new representation is different than the input representation of the image. The method also includes classifying the image based on the new representation of the image.
    Type: Grant
    Filed: November 14, 2012
    Date of Patent: June 24, 2014
    Assignee: NEC Laboratories America, Inc.
    Inventors: Olga Russakovsky, Yuanqing Lin, Kai Yu, Fei-Fei Li