The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Aug. 16, 2016

Filed:

Jan. 04, 2016
Applicant:

Superfish Ltd., Petah-Tikva, IL;

Inventors:

Michael Chertok, Raanana, IL;

Alexander Lorbert, Givat Shmuel, IL;

Assignee:

SUPERFISH LTD., Petah-Tikva, IL;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/00 (2006.01); G06T 11/20 (2006.01); G06K 9/66 (2006.01); G06T 7/00 (2006.01);
U.S. Cl.
CPC ...
G06T 11/206 (2013.01); G06K 9/66 (2013.01); G06T 7/0085 (2013.01);
Abstract

A method for producing a graph representation of an input image, the method including the procedures of applying convolutional layers of a trained convolutional neural network on the input image, defining a receptive field of a last convolutional layer of the trained convolutional neural network as a vertex of the graph representation, defining a vector of a three dimensional output matrix of the last convolutional layer that is mapped to the receptive field as a descriptor for the vertex and determining an edge between a pair of vertices of the graph representation by applying an operator on a pair of descriptors respective of the pair of vertices.


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