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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


This thesis describes the research done for the TIGRE toolbox 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.


Contact: [email protected]