1. A method for controlling image reconstruction in an imaging system, said method comprising: receiving scan data from an imaging system; and determining regularization parameters for a plurality of portions of an image for reconstructing the image based on the received scan data, wherein the regularization parameters vary for the plurality of portions of the image.