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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.

Patent No.:

US 10169686 B1

PDFFull Text
Date of Patent:
Jan. 01, 2019

Filed:

Aug. 05, 2013

Systems and methods for image classification by correlating contextual cues with images

Applicant:

Facebook, Inc., Menlo Park, CA (US);

Inventors:

Lubomir Bourdev, Mountain View, CA (US);

Balamanohar Paluri, Menlo Park, CA (US);

Assignee:

Facebook, Inc., Menlo Park, CA (US);

Attorney:

Sheppard Mullin Richter & Hampton LLP

Primary Examiner:

Kim Vu

Assistant Examiner:

Nathan Bloom

Int. Cl.
CPC ...
G06K 9/72 (2006.01); G06Q 50/00 (2012.01); G06N 99/00 (2010.01); G06F 17/30 (2006.01); G06K 9/66 (2006.01); G06K 9/62 (2006.01); G06K 9/00 (2006.01);
U.S. Cl.
CPC ...
G06K 9/72 (2013.01); G06F 17/30268 (2013.01); G06F 17/30525 (2013.01); G06K 9/00684 (2013.01); G06K 9/6256 (2013.01); G06K 9/66 (2013.01); G06K 9/726 (2013.01); G06N 99/005 (2013.01); G06Q 50/01 (2013.01); G06K 2209/27 (2013.01); Y10S 707/915 (2013.01);
Abstract

A sample set of images is received. Each image in the sample set may be associated with one or more social cues. Correlation of each image in the sample set with an image class is scored based on the one or more social cues associated with the image. Based on the scoring, a training set of images to train a classifier is determined from the sample set. In an embodiment, an extent to which an evaluation set of images correlates with the image class is determined. The determination may comprise ranking a top scoring subset of the evaluation set of images.

Find Patent Forward Citations

Bourdev, Lubomir. (2019). Systems and methods for image classification by correlating contextual cues with images (U.S. Patent No. 10169686). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/10169686

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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