| Chapter Three |
A new model
for biology
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75
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Once the weighting factors are calculated, the reconstruction values are obtained by equations (3-3) with simple additions and multiplications. This classic algebraic method, known as Matrix Inversion, is rigorous and straightforward, but in practice it is employed only with small pictures because the weighting factors matrix contains n4 cells, and its dimensions becomes quickly prohibitive with increasing values of n (for a picture with 100x100 cells we would need a weighting factors matrix with 1004 = 108 cells).
The theoretical limit The
Matrix Inversion method is not widely used in practice (because the dimensions
of the weighting factors matrix are usually prohibitive), but from a theoretical
point of view is extremely useful, because it allows us to calculate the
minimum number of projections which are required for a complete reconstruction.
If we have p projections of a structure, and each projection contains
r rays, a reconstruction procedure amounts to solving a system of p·r
equations in n2 unknowns, and algebra tells us that a solution exists
only if the number of linearly independent equations is equal to
the number of the unknowns.
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