In traditional optical imaging systems, the spatial resolution is limited by the physics of
diffraction, which acts as a low-pass filter. The information on subwavelength features is …

The visual characteristics of different regions in remote sensing images are significantly
versatile, which poses a huge challenge to single image super-resolution. Although …

This paper studies the role of correlation in the problem of super-resolution fluorescence
microscopy for cellular and molecular imaging. Inspired by our prior work on nested arrays, it …

This paper considers a certain class of sparse bilinear problems that arises in blind spike
deconvolution and array calibration. Existing works based on the idea of lifting attempt to …

Sub-Nyquist sampling has received a huge amount of interest in the past decade. In
classical compressed sensing theory, if the measurement procedure satisfies a particular …