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The FDK approximate formula

This is the most widely used algorithm for cone beam tomography with the source running on a circle. It is well known that this inversion problem is highly unstable. But practical experience with the FDK formula is nevertheless quite encouraging.

The function which is sampled in cone beam tomography with the source on a circle is

displaymath3800

where tex2html_wrap_inline3298 is a direction vector in the tex2html_wrap_inline3804 -plane, tex2html_wrap_inline3806 . tex2html_wrap_inline3808 is the subspace orthogonal to tex2html_wrap_inline3298 , while tex2html_wrap_inline3812 (see below) is the vector tex2html_wrap_inline3814 perpendicular to tex2html_wrap_inline3298 . As usual we assume f = 0 outside tex2html_wrap_inline3820 where tex2html_wrap_inline3822 .

The FDK formula is an ingenious adaption of the 2D inversion formula of section 2.4 to 3D. Consider the plane tex2html_wrap_inline3824 through tex2html_wrap_inline3826 and x which intersects tex2html_wrap_inline3808 in a line parallel to the tex2html_wrap_inline3804 -plane. Compute in this plane for each tex2html_wrap_inline3298 the contribution to (2.14). Finally, integrate all these contributions over tex2html_wrap_inline3836 , disregarding that those contributions come from different planes.

The necessary computations are unpleasant, but the result is fairly simple. Based on (2.14),

  equation1785

where

displaymath3838

and tex2html_wrap_inline3840 , z are coordinates in tex2html_wrap_inline3808 , i.e. tex2html_wrap_inline3846 stands for tex2html_wrap_inline3848 with tex2html_wrap_inline3850 . The implementation of (3.3) leads to a reconstruction algorithm of the filtered backprojection type. The reconstructions computed with the FDK formula (3.3) are - understandably - quite good for flat objects, i.e. if f is non-zero only close to the tex2html_wrap_inline3804 -plane in which the source runs. If this is not the case then exact formula using more data such as Grangeat's formula, see below, have to be used.



Frank Wuebbeling
Thu Sep 10 10:51:17 MET DST 1998