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:
Apr. 25, 2017

Filed:

Jan. 13, 2016
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Ankur Datta, White Plains, NY (US);

Rogerio S. Feris, Hartford, CT (US);

Sharathchandra U. Pankanti, Darien, CT (US);

Behjat Siddiquie, College Park, MD (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/64 (2006.01); G06F 17/30 (2006.01); G06K 9/62 (2006.01); G06N 99/00 (2010.01); G06K 9/00 (2006.01); G06K 9/48 (2006.01); G06K 9/66 (2006.01);
U.S. Cl.
CPC ...
G06F 17/30256 (2013.01); G06F 17/3028 (2013.01); G06F 17/3053 (2013.01); G06F 17/30277 (2013.01); G06K 9/00268 (2013.01); G06K 9/481 (2013.01); G06K 9/6263 (2013.01); G06K 9/66 (2013.01); G06N 99/005 (2013.01);
Abstract

Images are retrieved and ranked according to relevance to attributes of a multi-attribute query through training image attribute detectors for different attributes annotated in a training dataset. Pair-wise correlations are learned between pairs of the annotated attributes from the training dataset of images. Image datasets may are searched via the trained attribute detectors for images comprising attributes in a multi-attribute query. The retrieved images are ranked as a function of comprising attributes that are not within the query subset plurality of attributes but are paired to one of the query subset plurality of attributes by the pair-wise correlations, wherein the ranking is an order of likelihood that the different ones of the attributes will appear in an image with the paired one of the query subset plurality of attributes.


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