Super-resolution (SR) is a technique that constructs an high-resolution image from several observed low-resolution images. The basic idea behind SR is to combine the non-redundant information contained in multiple low-resolution frames.
Methods implemented on matlab with emmeenne93:
1. Authors: M. Elad, Y. Hel-Or
Paper: A Fast Super-Resolution Reconstruction Algorithm for Pure Translation Motion and Common Space-Invariant Blur
2. Authors: S. Farsiu, M. Dirk Robinson, M. Elad, P. Milanfar
Paper: Fast and Robust Multiframe Super Resolution
The two papers can be found clicking on Elad and Hel-Or or Milanfar et al.