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Generalized Fourier slice theorem for cone-beam image reconstruction
Shuang-Ren Zhao1, Dazong Jiang2, Kevin Yang1
1Imrecons Inc, Toronto, ON, Canada.
This study details the Fourier slice theorem for cone-beam geometry, overcoming the 0/0 limit issue in Fourier space reconstruction. This advancement offers efficient image reconstruction methods for cone-beam computed tomography.
Area of Science:
- Medical Imaging
- Computational Imaging
- Image Reconstruction
Background:
- Cone-beam reconstruction theory has evolved since the 1960s.
- The Fourier slice theorem, initially for parallel beams, was extended to fan beams.
- A unified Fourier slice theorem for cone-beam geometry was proposed in 1995.
Purpose of the Study:
- To provide a detailed derivation and implementation of the Fourier slice theorem for cone-beam geometry.
- To address and resolve the 0/0 limit problem at the origin of Fourier space.
- To demonstrate the practical application and efficiency of the proposed method.
Main Methods:
- Derivation of the Fourier slice theorem for cone-beam geometry.
- Handling of the 0/0 type limit at the Fourier space origin.
- Implementation and testing with single circle and perpendicular circle source orbits.
Main Results:
- Successful derivation and implementation of the cone-beam Fourier slice theorem.
- Resolution of the 0/0 singularity, enabling accurate reconstruction.
- Demonstrated feasibility with example source orbits.
Conclusions:
- The developed Fourier slice theorem provides a robust method for cone-beam image reconstruction.
- Computational complexity can be managed, with potential for avoidance of interpolation.
- This work advances the field of cone-beam computed tomography reconstruction algorithms.
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