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.:
Date of Patent:
Mar. 02, 2021
Filed:
Jul. 31, 2018
International Business Machines Corporation, Armonk, NY (US);
Andeep S. Toor, Chantilly, VA (US);
Mohamed N. Ahmed, Leesburg, VA (US);
Michelle H. Jung, Bethesda, MD (US);
Krista Kinnard, Washington, DC (US);
Anna Podgornyak, Arlington, VA (US);
Daniel Anderson, Arlington, VA (US);
Emily Fontaine, Cambridge, MA (US);
International Business Machines Corporation, Armonk, NY (US);
Abstract
A method, computer program product, and a system where a processor(s) obtains an original image. The processor(s) applies a number of filters to the original image to generate a group of filtered images. The processor(s) stacks the original image with the filtered images in a three dimensional array; each layer of the stack comprises a separate filtered image or the original image and the three dimensional array comprises an augmented version of the original image. The processor(s) facilitates classification of the original image by a deep convolution neural network, where the facilitating comprises providing the augmented version of the original image to the deep convolution neural network, and where the deep convolution neural network classifies the original image based on applying a classification model to the augmented version of the original image The processor(s) receives the classification of the original image from the deep convolution neural network.