descriptionPublicationkeyboard_double_arrow_right Article 01 Oct 1996 English Publisher:Springer Science and Business Media LLCJournal:Journal of VLSI signal processing systems for signal, image and video technology, volume 14, pages 19-28 (issn: 0922-5773,

Authors: Luk, Franklin T.; Qiao, Sanzheng;

doi: 10.1007/bf00925265

A symmetric rank-revealing toeplitz matrix decomposition

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Abstract

Summary: In signal and image processing, regularization often requires a rank-revealing decomposition of a symmetric Toeplitz matrix with a small rank deficiency. In this paper, we present an efficient factorization method that exploits symmetry as well as the rank and Toeplitz properties of the given matrix.

Related Organizations

McMaster University
Canada
Rensselaer Polytechnic Institute
United States

Keywords

Hardware implementations of nonnumerical algorithms (VLSI algorithms, etc.), factorization method, image processing

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