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:
May. 02, 2017

Filed:

Apr. 15, 2014
Applicant:

Xerox Corporation, Norwalk, CT (US);

Inventors:

Yangmuzi Zhang, College Park, MD (US);

Diane Larlus-Larrondo, La Tronche, FR;

Florent C. Perronnin, Domène, FR;

Assignee:

XEROX CORPORATION, Norwalk, CT (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/62 (2006.01); G06N 99/00 (2010.01); G06K 9/00 (2006.01); G06N 7/00 (2006.01);
U.S. Cl.
CPC ...
G06N 99/005 (2013.01); G06K 9/00751 (2013.01); G06K 9/6272 (2013.01); G06K 9/6218 (2013.01); G06N 7/005 (2013.01);
Abstract

A system and method for evaluating iconicity of an image are provided. In the method, at least one test image is received, each test image including an object in a selected class. Properties related to iconicity are computed for each test image. The properties may include one or more of: a) a direct measure of iconicity, which is computed with a direct iconicity prediction model which has been learned on a set of training images, each training image labeled with an iconicity score; b) one or more class-independent properties; and c) one or more class-dependent properties. A measure of iconicity of each of the test images is computed, based on the computed properties. By combining a set of complementary properties, an iconicity measure which shows good agreement with human evaluations of iconicity can be obtained.


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