Application of super-resolution methods to synthetic aperture radar data

To increase the spatial resolution of synthetic aperture radar (SAR) images, the authors process the received data through super-resolution methods instead of conventional pulse compression. Since the problem of SAR processing is "ill-posed", "regularization" techniques must be applied by incorporating prior knowledge about the imaged scene.