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. 19, 2017

Filed:

Sep. 22, 2015
Applicant:

Xerox Corporation, Norwalk, CT (US);

Inventors:
Assignee:

XEROX CORPORATION, Norwalk, CT (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/62 (2006.01); G06N 3/04 (2006.01); G06N 3/08 (2006.01); G06F 17/30 (2006.01); G06T 7/10 (2017.01);
U.S. Cl.
CPC ...
G06K 9/6215 (2013.01); G06F 17/30259 (2013.01); G06F 17/30274 (2013.01); G06K 9/628 (2013.01); G06K 9/6256 (2013.01); G06N 3/04 (2013.01); G06N 3/084 (2013.01); G06T 7/10 (2017.01); G06K 2209/15 (2013.01); G06T 2210/12 (2013.01);
Abstract

A system and method provide object localization in a query image based on a global representation of the image generated with a model derived from a convolutional neural network. Representations of annotated images and a query image are each generated based on activations output by a layer of the model which precedes the fully-connected layers of the neural network. A similarity is computed between the query image representation and each of the annotated image representations to identify a subset of the annotated images having the highest computed similarity. Object location information from at least one of the subset of annotated images is transferred to the query image and information is output, based on the transferred object location information.


Find Patent Forward Citations

Rodríguez-Serrano, José. (2017). Similarity-based detection of prominent objects using deep cnn pooling layers as features (U.S. Patent No. 9767381). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/9767381

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