A Pixel-Wise k-Immediate Neighbour-Based Image Analysis Approach for Identifying Rock Pores and Fractures from Grayscale Image Samples

A Pixel-Wise k-Immediate Neighbour-Based Image Analysis Approach for Identifying Rock Pores and Fractures from Grayscale Image Samples

The purpose of the current study is to propose a novel meta-heuristic image analysis approach using multi-objective optimization, named ‘Pixel-wise k-Immediate Neighbors’ to identify pores and fractures (both natural and induced, even in the micro-level) in the wells of a hydrocarbon reservoir, whic...

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Bibliographic Details
Main Authors: Pradeep S. Naulia, Arunava Roy, Junzo Watada, Izzatdin B. A. Aziz
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Algorithms
Subjects:
deep CNN
clustering
image processing
micro-pores
micro-fractures
pixel intensity
Online Access:https://www.mdpi.com/1999-4893/16/1/42

Internet

https://www.mdpi.com/1999-4893/16/1/42

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