1. A method for parallel Magnetic Resonance Image (pMRI) reconstruction from image data, comprising: a processor processing acquired lines in k-space to reconstruct an image from image data that is obtained in parallel from a plurality of Magnetic Resonance receivers, each Magnetic Resonance receiver acquiring a subset of lines associated with the image; and the processor optimizing a quality measure in the reconstructed image by applying a bounded penalty.