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:
Dec. 29, 2020

Filed:

Apr. 12, 2019
Applicant:

Discovery Communications, Llc, Knoxville, TN (US);

Inventor:

Shane Murphy, Knoxville, TN (US);

Assignee:

DISCOVERY COMMUNICATIONS, LLC, Knoxville, TN (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/62 (2006.01); G06N 3/08 (2006.01);
U.S. Cl.
CPC ...
G06K 9/628 (2013.01); G06K 9/6227 (2013.01); G06K 9/6257 (2013.01); G06K 9/6259 (2013.01); G06K 9/6262 (2013.01); G06N 3/08 (2013.01); G06K 2209/27 (2013.01);
Abstract

The invention relates to image processing systems, methods, and storage media for recognizing a scene type. The invention performs dynamic content analysis to extract features from an image and creates labels that include a text-based description of the items and the environment of the image. The invention then trains multiple predictive models and determines characterization labels for the image or scene. The invention can create multi-label classifications as well as multi-class classifiers. The text-based labels created by the invention extend generic classification labels into a domain-specific manner of defining and naming groups of images. The characterizing labels can be tagged to the image as metadata for further organization and consumption of the images or scenes.


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