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:
Sep. 13, 2016

Filed:

Dec. 02, 2014
Applicant:

Xerox Corporation, Norwalk, CT (US);

Inventors:

Milan Sulc, Mlada Boleslav, CZ;

Albert Gordo Soldevila, Grenoble, FR;

Diane Larlus Larrondo, La Tronche, FR;

Florent C. Perronnin, Domène, FR;

Assignee:

Other;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/00 (2006.01); G06K 9/46 (2006.01); G06T 7/00 (2006.01); G06K 9/48 (2006.01);
U.S. Cl.
CPC ...
G06K 9/4633 (2013.01); G06K 9/481 (2013.01); G06T 7/0044 (2013.01); G06T 7/0046 (2013.01); G06K 2009/485 (2013.01); G06T 2207/20024 (2013.01); G06T 2207/20061 (2013.01);
Abstract

A system and method for object instance localization in an image are disclosed. In the method, keypoints are detected in a target image and candidate regions are detected by matching the detected keypoints to keypoints detected in a set of reference images. Similarity measures between global descriptors computed for the located candidate regions and global descriptors for the reference images are computed and labels are assigned to at least some of the candidate regions based on the computed similarity measures. Performing the region detection based on keypoint matching while performing the labeling based on global descriptors improves object instance detection.


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