Fractional Derivatives, Splines and Tomography

We develop a spline calculus for dealing with fractional derivatives. After a brief review of fractional splines, we present the main formulas for computing the fractional derivatives of the underlying basis functions. In particular, we show that the $ γ ^{ th } $ fractional derivative of a B-spline of degree α (not necessarily integer) is given by the $ γ ^{ th } $ fractional difference of a B-spline of degree α-γ. We use these results to derive an improved version the filtered backprojection algorithm for tomographic reconstruction. The projection data is first interpolated with splines; the continuous model is then used explicitly for an exact implementation of the filtering and backprojection steps.


Published in:
Proceedings of the Tenth European Signal Processing Conference (EUSIPCO'00), Tampere, Finland, 2017–2020
Year:
2000
Publisher:
EURASIP
Laboratories:




 Record created 2015-09-18, last modified 2018-10-07

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