Patents by Inventor Dumitru Erhan

Dumitru Erhan 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 DETECTION USING DEEP NEURAL NETWORKS
    Publication number: 20150170002
    Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for detecting objects in images. One of the methods includes receiving an input image. A full object mask is generated by providing the input image to a first deep neural network object detector that produces a full object mask for an object of a particular object type depicted in the input image. A partial object mask is generated by providing the input image to a second deep neural network object detector that produces a partial object mask for a portion of the object of the particular object type depicted in the input image. A bounding box is determined for the object in the image using the full object mask and the partial object mask.
    Type: Application
    Filed: May 27, 2014
    Publication date: June 18, 2015
    Applicant: Google Inc.
    Inventors: Christian Szegedy, Dumitru Erhan, Alexander Toshkov Toshev