Structural analysis of fractures and pores in complex fractured porous media at pore-scale
This repository is linked to a study related to fracture identification in complex porous media.
There are 3 main steps:
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Generate a database of contour properties for a 3D segmented image.
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Carry out exploratory analysis to choose the optimum settings by using clustering metrics.
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Applying the optimum settings for fracture identification in different directions.
Libraries used:
- Pandas
- Numpy
- Scikit-learn
- Scikit-image
- Matplotlib
- OpenCV