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. 06, 2022

Filed:

Mar. 18, 2020
Applicant:

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

Inventors:

Jean-Armand Broyelle, Beaulieu, FR;

Marc Fiammante, Cagnes sur Mer, FR;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 17/00 (2006.01); G06T 9/00 (2006.01); G06K 9/62 (2022.01); G06T 15/08 (2011.01); G06N 5/04 (2006.01); G06N 20/00 (2019.01); G06V 10/28 (2022.01);
U.S. Cl.
CPC ...
G06T 9/002 (2013.01); G06K 9/623 (2013.01); G06K 9/6256 (2013.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01); G06T 15/08 (2013.01); G06V 10/28 (2022.01);
Abstract

In an approach to image compression while retaining feature information at original coordinates, one or more computer processors compress an image while retaining pattern and feature information at original coordinates, wherein the image is a full resolution 3D image. The one or more computer processors create one or more image subsets based on the one or more determined regions of interest identified by utilizing a first pass selection of the regions of interest based on the compressed image. The one or more computer processors train one or more models based the created one or more image subsets that contain one or more regions of interest based on the compressed image.


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