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Introduction
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NFFT 3.0 - Tutorial
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NFFT 3.0 - Tutorial
Contents
Introduction
Notation, the NDFT, and the NFFT
NDFT - nonequispaced discrete Fourier transform
NFFT - nonequispaced fast Fourier transform
Available window functions and evaluation techniques
Further NFFT approaches
Generalisations and inversion
NNFFT - nonequispaced in time and frequency fast Fourier transform
NFCT/NFST - nonequispaced fast (co)sine transform
NSFFT - nonequispaced sparse fast Fourier transform
FPT - fast polynomial transform
NFSFT - nonequispaced fast spherical Fourier transform
Solver - inverse transforms
Library
Installation
Procedure for computing an NFFT
Generalisations and nomenclature
Inversion and solver module
Examples
Computing your first transform
Computation time vs. problem size
Accuracy vs. window function and cut-off parameter
Computing an inverse transform
Applications
Summation of smooth and singular kernels
Fast Gauss transform
Summation of zonal functions on the sphere
Iterative reconstruction in magnetic resonance imaging
Computation of the polar FFT
Radon transform, computer tomography, and ridgelet transform
Bibliography
Jens Keiner 2006-11-20