DocumentCode
3133402
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
Volume
2
fYear
1997
fDate
2-4 Jul 1997
Firstpage
883
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Digital Signal Processing Proceedings, 1997. DSP 97., 1997 13th International Conference on
Conference_Location
Santorini
Print_ISBN
0-7803-4137-6
Type
conf
DOI
10.1109/ICDSP.1997.628501
Filename
628501
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