A super-resolution algorithm that explicitly and exactly models the
detector pixel shape, size, location, and gaps for periodic and aperiodic
tilings. The algorithm projects the low-resolution input image into
high-resolution space to model the actual shapes and/or gaps of the
detector pixels. By using an aperiodic pixel layout such as a Penrose
tiling significant improvements in super-resolution results can be
obtained. An error back-projection super-resolution algorithm makes use
of the exact detector model in its back projection operator for better
accuracy. Theoretically, the aperiodic detector can be based on CCD
(charge-coupled device) technology, and/or more practically, CMOS
(complimentary metal oxide semiconductor) technology, for example.