Learning-based Framework for US Signals Super-resolution

Simone Cammarasana, Paolo Nicolardi, Giuseppe Patanè

We propose a novel deep-learning framework for super-resolution ultrasound images and videos in terms of spatial resolution and line reconstruction. We up-sample the acquired low-r…