I. Introduction
Efficient representation of one and multidimensional signals, employing a variety of techniques has received considerable attention and many excellent contributions have been reported. Naturally occurring signals, such as speech, geophysical signals, and images, have a great deal of inherent redundancies. Such signals lend themselves to compact representation for improved storage, transmission, and extraction of information.