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:
May. 03, 2022

Filed:

Dec. 23, 2019
Applicant:

Chevron U.s.a. Inc., San Ramon, CA (US);

Inventors:

Paul Duke, Houston, TX (US);

Bo Gong, Houston, TX (US);

Paul Hart, Houston, TX (US);

Assignee:

Chevron U.S.A. Inc., San Ramon, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G01N 15/08 (2006.01); G06T 7/30 (2017.01); G06T 3/40 (2006.01);
U.S. Cl.
CPC ...
G01N 15/08 (2013.01); G06T 3/4007 (2013.01); G06T 7/30 (2017.01); G01N 2015/0846 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20132 (2013.01);
Abstract

A method is described for training a model that refines estimated parameter values within core images is disclosed. The method includes receiving multiple training image pairs wherein each training image pair includes: (i) an unrefined core image of a rock sample to be used for estimating rock properties, and (ii) a refined core image of the same rock sample; generating a training dataset from the multiple training image pairs; receiving an initial core model; generating a conditioned core model by training, using the multiple training image pairs, the initial core model; and storing the conditioned core model in electronic storage. The conditioned core model may be applied to an initial target core image data set to generate a refined target sore image dataset. The method may be executed by a computer system.


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