IMAGE ANALYSIS WELL LOG DATA GENERATION

Patent №

US 11,620,727

Granted

2023-04-04

Filed 2020

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

4

nlp · vision · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16923220

A well log is scanned for one or more dimensions that describe one or more features of a well. Each dimension includes a plurality of values in a numerical format that represents each dimension. A missing value is detected in a first plurality of values of a first dimension of the well log. The first dimension of the well log is transformed, in response to the missing value, into a first image that visually depicts the first dimension including the first plurality of values and the missing value. Based on the first image and based on an image analysis algorithm a second image is created that visually depicts the first plurality of values and includes a found depiction visually depicting a found value in place of the missing value. The found depiction is converted, based on the second image, into a first value in the numerical format.

Natural languageVisionPlanningAI hardwareG06V 10/20E21B 47/0025E21B 47/12G01V 1/40G06N 3/02G06N 3/045G06N 3/0464G06N 3/084+9 more

AI classification

Vision1.00
Planning1.00
AI hardware0.92
Natural language0.80
Evolutionary computation0.35
Machine learning0.32
Knowledge representation0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 531460432

Assignors

YIN, KUN YAN, ZHAN, SHENG HUI, MIAO, WAN WAN, WU, XUN, YU, ZI YANG, CHEN, JIAN HUI

On an employer assignment, the assignors are typically the inventors.

From the same owner

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