Expanding the dictionary by rotation deformation effectively enriches the dictionary abundance.
Radon transform largely simplifies the use of rotation expanded dictionary (RED).
A so-called mid-resolution (MR) image is constructed to address the ambiguity problem and improve the matching accuracy.
The proposed SR incorporating both RED and MR matching produces superior performance.