Combined small scale enhanced multivariance product representation (CSSEMPR) for image reconstruction

Abstract

This work aims to reconstruct images using a new decomposition method, Small Scale Enhanced Multivariance Product Representation (Small Scale EMPR). This new scheme works with two different decomposition. First the multi-way data set geometrically decomposes and then Small Scale EMPR is applied with an iterative scheme on each sub-data set. At the last step of algorithm all the result are combined for reconstruction of color image.