2D motion aided sampling and reconstruction

Abstract

In this paper we consider the problem of generating data which is sufficient for super resolution reconstruction. The method considered here is by inducing motion on the (low resolution) image acquisition device which then generates a number of low resolution images – this is the data we use for the super resolution reconstruction. Our main concern is in investigating a number of motion types and providing the conditions which will guarantee the feasibility of the super resolution reconstruction from data available.