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. 14, 2021

Filed:

Jul. 15, 2019
Applicant:

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

Inventors:

Raghavendra Singh, New Delhi, IN;

Sachindra Joshi, New Delhi, IN;

Vikas C. Raykar, Bangalore, IN;

Ayushi Dalmia, New Delhi, IN;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/532 (2019.01); G06N 3/04 (2006.01); G06K 9/62 (2006.01); G06F 16/538 (2019.01); G06F 16/58 (2019.01);
U.S. Cl.
CPC ...
G06F 16/58 (2019.01); G06F 16/532 (2019.01); G06F 16/538 (2019.01); G06K 9/6276 (2013.01); G06N 3/04 (2013.01);
Abstract

Methods, systems, and computer program products for generating metadata for image-based querying are provided herein. A computer-implemented method includes processing a query image against a database by applying a deep learning visual model to the query image and images contained within the database; retrieving a set of multiple images from the database based on the processing; identifying subsets of images among the set of multiple images by analyzing metadata attribute values of the set of multiple images and nearest neighbor distance values between the query image and the multiple images in the set; determining one or more items of metadata attributable to the query image by processing metadata of the subsets of images; and outputting, to a user, the items of metadata in response to the query image.


Find Patent Forward Citations

Loading…