k-Space based reconstruction. (a) Illustration of the conjugate-gradient algorithm for non-Cartesian consistency constrained reconstruction in k-space. (b) Illustration of the interpolation operator, D, and its adjoint, D* (c) Illustration of the calibration consistency operator, G and its adjoint, G*. The notation stands for an inverted conjugated version of the filter gji.