Search Publications

Accelerating Multiframe Blind Deconvolution via Deep Learning

Asensio Ramos, Andrés; Kuckein, Christoph; Esteban Pozuelo, Sara

Ground-based solar-image restoration is a computationally expensive procedure that involves nonlinear optimization techniques. The presence of atmospheric turbulence produces perturbations in individual images that make it necessary to apply blind deconvolution techniques. These techniques rely on the observation of many short-exposure frames that…