This repository contains the code for the unsupervised segmentation of electron microscopy data, as described in the paper "Revealing the Evolution of Order in Materials Microstructures Using Multi-Modal Computer Vision." The code uses a graph-based approach to segment images and EDS data into distinct regions based on their structural and chemical features.
If you use this code in your research, please cite the following paper:
A.H. Ter-Petrosyan, J.A. Bilbrey, C.M. Doty, B.E. Matthews, L. Wang, Y. Du, E. Lang, K. Hattar, S.R. Spurgeon. Unsupervised segmentation of irradiation-induced order-disorder phase transitions in electron microscopy. (2023). arXiv:2311.08585