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Algebraic Reconstructions
The algorithm is very flexible and allows, for example, to weight each
projection according to how reliable it is, remembering that when very
few photons are measured, the signal to noise ratio of the projection
decreases.
This variation of the algorithm is known as penalized weighted least
suqare error (PWLS):
Where the matrix W is a diagonal matrix containing the weights for
each projection.