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:
Mar. 16, 2021

Filed:

Jun. 13, 2019
Applicant:

Cognizant Technology Solutions India Pvt. Ltd., Chennai, IN;

Inventors:

Rajkumar Joseph, Chennai, IN;

Venugopal Gundimeda, Hyderabad, IN;

Jerubbaal John Luke, Nazareth, IN;

Mahesh Balaji, Chennai, IN;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/00 (2006.01); G06K 9/46 (2006.01); G06F 16/535 (2019.01); G06N 3/08 (2006.01); G06T 5/20 (2006.01); G06T 5/00 (2006.01);
U.S. Cl.
CPC ...
G06K 9/4623 (2013.01); G06F 16/535 (2019.01); G06N 3/08 (2013.01); G06T 5/002 (2013.01); G06T 5/20 (2013.01);
Abstract

A system and method for retrieval of similar images related to query images is provided. The query images are pre-processed for noise removal by selecting filtering technique based on noise variance estimation in each query image with respect to pre-set noise variance threshold value. The pre-processed query images are pre-classified for determining class one image identifier. Image types are generated from pre-processed query images for determining class two image identifier. Features are extracted from pre-classified query images based on class one image identifier and from generated images based on class two image identifier. The images similar to query images are retrieved which have features similar to extracted features of pre-classified query images and generated images. The retrieved similar images are ranked for determining most similar images with respect to query images. Similarity between query images and retrieved similar images is analyzed for re-ranking retrieved similar images.


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