Title :
A method of approximate multidimensional factorization via the singular value decomposition
Author :
Mastorakis, Nikos E.
Author_Institution :
Dept. of Eng., Hellenic Naval Acad., Piraeus, Greece
Abstract :
An extension of the singular value decomposition (SVD) to multidimensional (m-D) arrays (tensors) has been proposed previously. This extension provide us with a new method for m-dimensional factorization, a 3-D example is given
Keywords :
approximation theory; filtering theory; multidimensional digital filters; singular value decomposition; SVD; approximate multidimensional factorization; m-dimensional factorization; multidimensional arrays; multidimensional filter design; signal processing; singular value decomposition; tensors; Computer science; Data compression; Digital signal processing; Eigenvalues and eigenfunctions; Matrix decomposition; Multidimensional systems; Singular value decomposition; Tensile stress; Two dimensional displays;
Conference_Titel :
Digital Signal Processing Proceedings, 1997. DSP 97., 1997 13th International Conference on
Conference_Location :
Santorini
Print_ISBN :
0-7803-4137-6
DOI :
10.1109/ICDSP.1997.628501
