X-ray Computed Tomography for Materials Science 2. Data Analysis

This is an overview of X‑ray CT data analysis techniques, starting with basic image processing and leading to traditional thresholding segmentation, machine learning-based segmentation, and quantitative analysis. A number of commonly used data analysis and visualization programs will be discussed and demonstrated to help beginners get an idea of where to start and select the right analysis tool for their needs.

Resources

 Download presentation slides - Data Analysis

• Deep Learning Chapter 1 Introduction presented by Ian Goodfellow
• Introduction to Deep Learning recorded webinar by ORS
• Neural Networks by 3Blue1Brown
• Commercial and open-source analysis software

You might also like:

• "Let's Talk X‑ray Imaging" blog article - How to Get Started with X‑ray CT Image Analysis in 3 Steps
• "Let's Talk X‑ray Imaging" blog article - Best CT Analysis Software
• "Ask the Expert" webinar series - Deep Learning Image Segmentation - Practical Knowhow by Dr. Mike Marsh
• "Image Processing" virtual workshop series