A system is provided for reconstructing image data having truncated scans. The system includes a padding section for providing non-zero padding to truncated portions of the image data, a pre-weighting section for pre-weighting the image data including both the non-truncated portions and the non-zero padded portions, a filter section for filtering the pre-weighted image data, and a reconstruction section for reconstructing the filtered image data.