https://github.com/anderbiguri/phdthesis

A.Biguri PhD thesis: Iterative Reconstruction and Motion compensation in Computed Tomography on GPUs
https://github.com/anderbiguri/phdthesis

gpu motion-compensation thesis tigre-toolbox tomography

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A.Biguri PhD thesis: Iterative Reconstruction and Motion compensation in Computed Tomography on GPUs

• Host: GitHub
• URL: https://github.com/anderbiguri/phdthesis
• Owner: AnderBiguri
• Created: 2017-08-09T12:51:50.000Z (over 7 years ago)
• Default Branch: master
• Last Pushed: 2019-01-21T09:57:27.000Z (almost 6 years ago)
• Last Synced: 2024-10-25T04:27:35.451Z (2 months ago)
• Topics: gpu, motion-compensation, thesis, tigre-toolbox, tomography
• Language: TeX
• Homepage:
• Size: 142 MB
• Stars: 30
• Watchers: 4
• Forks: 5
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        

# Iterative Reconstruction and Motion compensation in Computed Tomography on GPUs

PhD Thesis by Ander Biguri, 2018.

University of Bath,

Thesis supervisors: Manucherh Soleimani, Steven Hancock, Manjit Dosanjh

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This thesis describes the research done for the [TIGRE toolbox](https://github.com/CERN/TIGRE) and further.

**Chapter 1:** Introduces the thesis and its contents

**Chapter 2:** Introduces Cancer treatment and CT imaging

If you are here because of the TIGRE toolbox, the most relevant stuff is on:

**Chapter 3**: Mathematics of the algorithms in TIGRE

**Chapter 4**: GPU implementation of tomographic operations in detail.

**Chapter 5**: Brief showcase/study of behaviour  of algorithms in TIGRE.

If you are here because if the Motion compensation code, you'd like to read

**Chapter 6**: General proposition of a GPU accelerated motion compensation algorithm

**Chapter 7**: Numerical study of the algorithm under controlled  conditions.

Topic: `X-ray tomography`, `CBCT`, `Iterative reconstruction`, `GPU computing`, `Motion compensation`. 

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Contact: [email protected]