Abstract: “Computer technology these days is most focused on storage space and speed. Considerable advancements in this direction can be achieved through the usage of digital image compression techniques. In this paper, well studied singular value decomposition based JPEG Image Compression Technique is presented. Singular Value Decomposition is a way of factorizing matrices into a series of linear approximations that expose the underlying structure of the matrix.”

Keywords: Singular Value Decomposition, JPEG images, Compression factor, Compression ratio, Rank, Eigen values, Eigen vectors, Singular value.