Super-resolution image reconstruction results in high resolution portal image. The reconstructed SR image has a better SNR compared to a projection in a single higher resolution detector (a). full view of the SR reconstruction, (b) center of LR image from top layer, (c) center of shift-add fusion, (d) center of deconvoluted shift-add fusion, (e) corner of deconvoluted shift-add fusion, (f) corner of shift-add fusion without interpolating back projected LR images, and (g) HR image, projection onto a detector with 4 times pixel density.