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.