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Principle of the rings separation. θ is the projection angle and s is the detector bin index. The vertical orange and green lines represent spurious lines giving rise to ring artifacts. The decomposition 
forces the ring values to be captured in the vector 
(independent of the projection angle). In the end, only the part without the rings is returned.
