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. 27, 2025

Filed:

Mar. 22, 2021
Applicant:

Schlumberger Technology Corporation, Sugar Land, TX (US);

Inventors:

Haibin Di, Houston, TX (US);

Nicolae Moldoveanu, Houston, TX (US);

Hiren Maniar, Houston, TX (US);

Aria Abubakar, Sugar Land, TX (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G01V 1/36 (2006.01); G01V 1/34 (2006.01); G06N 3/0455 (2023.01); G06N 3/048 (2023.01); G06T 5/70 (2024.01);
U.S. Cl.
CPC ...
G01V 1/36 (2013.01); G01V 1/345 (2013.01); G06N 3/0455 (2023.01); G06N 3/048 (2023.01); G06T 5/70 (2024.01); G01V 2210/32 (2013.01); G01V 2210/74 (2013.01); G06T 2207/20084 (2013.01); G06T 2207/20212 (2013.01);
Abstract

A machine-implemented method, at least one non-transitory computer-readable medium storing instructions, and a computing system are provided for attenuating noise. A computing system receives a seismic image and generates a first image using a first neural network configured to identify low-frequency ground roll in a seismic image, and a second image using a second neural network configured to identify reflections in the seismic image. A combined image is generated by combining the first image and the second image. The first neural network and the second neural network are adjusted to reduce a difference between the combined image and the seismic image using frequency constraint to guide separation of the seismic image into the first image and the second image.


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