An investigation into using singular value decomposition as a method of image compression

Abstract

The purpose of this paper is to discuss the usage possibility of singular value decomposition in image compression applications. A mistake viewpoint that is about SVD-based image compression scheme is demonstrated. The paper goes deep to study three schemes of SVD-based image compression and prove the usage feasibility of SVD-based image compression.