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SEM-BSE-EDS image analysis

Project description

edxia

Analyse SEM-BSE and SEM-EDS maps.

Scanning Electron Microscopy (SEM) coupled with Energy-Dispersive Spectroscopy (EDX) is an imaging technique used in the cement community to learn more about the microstructure of the material.

This python package aims to offer tools to analyse and correlate this information.

Features

  • Superpixel subsampling to extract representative points from the maps
  • A Glue plugins to provide a user-friendly way to identify phases using the well-known ratios plots
  • Analysis functions to measure phase distributions, also available graphically
  • Python API to automate analysis
  • Based on robust and well-known framework such as scipy/scikit-image/pandas

References

  • Fabien Georget, William Wilson, Karen Scrivener, Comprehensive microstructure phase characterization from quantified SEM-EDS maps in cementitious materials, in preparation

Install

edxia can be installed using pip or conda.

pip install edxia

ou

conda install -c specmicp edxia

About

This code is developed by Fabien Georget (fabien "dot" georget "AT" epfl "dot" ch) in the laboratory of construction materials at EPFL. This work is part of a collaboration with William Wilson (EPFL, Sherbrooke University).

Project details


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Files for edxia, version 0.1.6
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