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Inverse slant stack

Tomography in medical imaging is based on the same mathematics as inverse slant stack. Simply stated, (two-dimensional) tomography or inverse slant stacking is the reconstruction of a function given line integrals through it. The inverse slant-stack formula will follow from the definition of two-dimensional Fourier integration:  
 \begin{displaymath}
u(x,t) \eq 
\int\ e^{{-} i \omega t} \ [\ \int \ e^{{i} k x } \ 
U(k, \omega ) \ dk\ ]\ d \omega\end{displaymath} (20)
Substitute $k = \omega p$ and $dk=\omega\,dp$ into (20). Notice that when $\omega$ is negative the integration with dp runs from positive to negative instead of the reverse. To keep the integration in the conventional sense of negative to positive, introduce the absolute value $\vert \omega \vert$.(More generally, a change of variable of volume integrals introduces the Jacobian of the transformation). Thus,
      \begin{eqnarray}
u(x,t)\ \ \ &=&\ \ \ 
\int\ e^{{-} i \omega t} \ 
[\ \int \ e^{...
 ...i} \omega p x } \ 
\vert \omega \vert \ 
] \ 
d \omega \ \ \ 
dp\\ end{eqnarray} (21)
(22)
Observe that the { } in (22) contain an inverse Fourier transform of a product of three functions of frequency. The product of three functions in the $\omega$-domain is a convolution in the time domain. The three functions are first $U( \omega p, \omega )$,which by (19) is the FT of the slant stack. Second is a delay operator $ e^{{i} \omega p x }$, i.e an impulse function of time at time px. Third is an $\vert \omega \vert$ filter. The $\vert \omega \vert$ filter is called a rho filter. The rho filter does not depend on p so we may separate it from the integration over p. Let ``*'' denote convolution. Introduce the delay px as an argument shift. Finally we have the inverse slant-stack equation we have been seeking:  
 \begin{displaymath}
\begin{tabular}
{\vert c\vert} \hline
 \\ $u(x, t)\ =\ rho (...
 ...t\overline{u}(p, t-px)
 \ dp$\space \\  \\  \hline\end{tabular}\end{displaymath} (23)

It is curious that the inverse to the slant-stack operation (14) is basically another slant-stacking operation (23) with a sign change.


previous up next print clean
Next: Plane-wave superposition Up: SLANT STACK Previous: Slant stack and Fourier
Stanford Exploration Project
10/31/1997