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1. MatSci 395 Lecture 2.2: Segmentation Using GIMP

   Online Presentations | 01 Nov 2021 | Contributor(s):: Tiberiu Stan

   In this hands-on exercise we will manually segment an image from the XCT dataset of Al-Zn solidification using GIMPThe example image (c54_ObjT1_z164.png) for this exercise can be downloaded here:Example Image for Segmentation: 852x852 pixel XCT image

2. U-Net Convolutional Neural Networks for Image Segmentation: Application to Scanning Electron Microscopy Images of Graphene

   Online Presentations | 01 Feb 2021 | Contributor(s):: Aagam Rajeev Shah

   This tutorial introduces you to U-Net, a popular convolutional neural network commonly developed for image segmentation in biomedicine. Using an assembled data set, you will learn how to create and train a U-Net neural network, and apply it to segment scanning electron microscopy images of...

3. Unsupervised Clustering Methods for Image Segmentation: Application to Scanning Electron Microscopy Images of Graphene

   Online Presentations | 27 Jan 2021 | Contributor(s):: Aagam Rajeev Shah

   This tutorial will introduce you to some basic image segmentation techniques driven by unsupervised machine learning techniques such as the Gaussian mixture model and k-means clustering. You will learn how to implement k-means clustering and template matching, and use these to segment a...

4. SEM Image Segmentation Workshop

   Tools | 12 Jan 2021 | Contributor(s):: Aagam Rajeev Shah, Darren K Adams, Mitisha Surana, Ricardo Toro, Sameh H Tawfick, Elif Ertekin

   This tool introduces users to machine learning used to segment microscopy images