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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.:

US 12455271 B1

PDFFull Text
Date of Patent:
Oct. 28, 2025

Filed:

Mar. 31, 2021

Method of detecting at least one geological constituent of a rock sample

Applicant:

Ifp Energies Nouvelles, Rueil-Malmaison, FR;

Inventors:

Sylvain Desroziers, Rueil-Malmaison, FR;

Mathieu Feraille, Rueil-Malmaison, FR;

Vincent Clochard, Rueil-Malmaison, FR;

Antoine Bouziat, Rueil-Malmaison, FR;

Youri Hamon, Rueil-Malmaison, FR;

Maxime Moreaud, Rueil-Malmaison, FR;

Assignee:

IFP Energies nouvelles, Rueil-Malmaison, FR;

Attorney:

Fitch, Even, Tabin & Flannery LLP

Primary Examiner:

Stephen R Koziol

Assistant Examiner:

Michael Kim Maiden

Int. Cl.
CPC ...
G01N 33/24 (2006.01); G06T 7/11 (2017.01); G06T 7/90 (2017.01); G06V 10/20 (2022.01); G06V 10/26 (2022.01); G06V 10/774 (2022.01); G06V 10/82 (2022.01); G06V 20/60 (2022.01);
U.S. Cl.
CPC ...
G01N 33/24 (2013.01); G06T 7/11 (2017.01); G06T 7/90 (2017.01); G06V 10/255 (2022.01); G06V 10/26 (2022.01); G06V 10/774 (2022.01); G06V 10/82 (2022.01); G06V 20/60 (2022.01); G06T 2207/10024 (2013.01); G06T 2207/20021 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/30181 (2013.01); G06T 2207/30242 (2013.01);
Abstract

The present invention relates to a method of detecting a geological constituent (cge) of a rock sample, by use of a machine learning method (ALG) trained with a limited number of training images (IAP), through segmentation (SEG) and partitioning (DEC) of training images (IAP) into multiple patches.

Find Patent Forward Citations

Desroziers, Sylvain. (2025). Method of detecting at least one geological constituent of a rock sample (U.S. Patent No. 12455271). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12455271

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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