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Python notebooks for xCTing training event "Mathematics of Tomography"

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xCTing training, March 28-29, Centrum Wiskunde & Informatica

1.5-day on-line training on the Mathematical principles and simulation of industrial Computed Tomography, organized in the context of the EU Marie Curie Industrial Training Network program xCTiNg.

The purpose of this course is to provide an overview on the subject of mathematical aspects of Computed Tomography. This course will cover reconstruction algorithmic issues, topics dealing with how to generate data for reconstruction in different domains, and artefacts inherent to different data collection strategies. Finally, the course comprises the basics on simulation of industrial Computed Tomography and an introduction to the ASTRA open source toolbox.

Program

Monday March 28

Zoom link (for passcode see announcement mail).

13:00 - 13:15 Welcome and introductions

13:15 - 14:00 Lecture - Basic concepts in inverse problems (Tristan van Leeuwen)

14:00 - 14:15 Break

14:15 - 17:00 Exercises

17:00 - 17:15 Closing remarks

Tuesday March 29

Zoom link (for passcode see announcement mail).

09:00 - 09:15 Welcome and overview

09:15 - 10:00 Lecture - Mathematics of Tomography (Felix Lucka)

10:00 - 10:15 Break

10:15 - 12:00 Exercises

12:00 - 13:15 Break

13:15 - 14:00 Lecture - The ASTRA toolbox (Tristan van Leeuwen)

14:00 - 14:15 Break

14:15 - 17:00 Exercise

17:00 - 17:15 Closing remarks

Notebooks

You can use the Python notebooks for the practical sessions. You can run the notebooks straight away using Google CoLabs. Alternatively, you can run the notebooks locally if you've installed the ASTRA toolbox.

Linear Inverse Problems

Open In Colab

The Radon transform

Open In Colab

The Astra toolbox

Open In Colab

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